A curated podcast covering the latest machine learning developments, text, and audio is generated using AI.
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October 27th, 2023 - AI Unleashed: Decoding Sycophancy, Mastering Control, and Crafting 3D Realities
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8:32
Towards Understanding Sycophancy in Language Models Controlled Decoding from Language Models HyperFields: Towards Zero-Shot Generation of NeRFs from Text Support the Show.Autor: Marcus Edel
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October 26th, 2023 - Frontiers of AI: From Quantum Compression to Visionary Transformers
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LLM-FP4: 4-Bit Floating-Point Quantized Transformers Detecting Pretraining Data from Large Language Models ConvNets Match Vision Transformers at Scale A Picture is Worth a Thousand Words: Principled Recaptioning Improves Image Generation QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models Support the Show.…
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October 25th, 2023 - Pixel to Perception: Matryoshka Synthesis, GPT-3's Linguistic Mysteries, Woodpecker's Visual Refinement, and SAM-CLIP's Vision Evolution
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11:12
Matryoshka Diffusion Models Dissecting In-Context Learning of Translations in GPTs Woodpecker: Hallucination Correction for Multimodal Large Language Models SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding Support the Show.Autor: Marcus Edel
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October 24th, 2023 - Neural Visions Unveiled: From FreeNoise's Video Clarity, HallusionBench's Reality Check, to FlashEdit's Instant Image Refinements
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6:35
FreeNoise: Tuning-Free Longer Video Diffusion Via Noise Rescheduling HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(ision), LLaVA-1.5, and Other Multi-modality Models Localizing and Editing Knowledge in Text-to-Image Generative Models Support the Show.…
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October 23th, 2023 - Unlocking AI's Potential: From Open Waters to Self-Enhancing Miniature Models
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6:35
H2O Open Ecosystem for State-of-the-art Large Language Models Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models Teaching Language Models to Self-Improve through Interactive Demonstrations Support the Show.Autor: Marcus Edel
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October 4th, 2023 - NeuroFrontiers: Pensive Processors, Natural Evolution, and the New Age of Linguistic Titans
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13:09
Think before you speak: Training Language Models With Pause Tokens Towards Self-Assembling Artificial Neural Networks through Neural Developmental Programs Efficient Streaming Language Models with Attention Sinks Large Language Models Cannot Self-Correct Reasoning Yet SmartPlay : A Benchmark for LLMs as Intelligent Agents Support the Show.…
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October 3nd, 2023 - Evolution in Text: Self-Improvement, Synthesis, and Scrutiny
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7:51
Enable Language Models to Implicitly Learn Self-Improvement From Data PixArt-alpha: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis FELM: Benchmarking Factuality Evaluation of Large Language Models Support the Show.Autor: Marcus Edel
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October 2nd, 2023 - Math to Motion: ToRA, Decaf, and DRaFT Transformations
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6:52
ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving Decaf: Monocular Deformation Capture for Face and Hand Interactions Directly Fine-Tuning Diffusion Models on Differentiable Rewards Support the Show.Autor: Marcus Edel
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September 29th, 2023 - Masters of AI Metamorphosis: From Long-Context Linguistics to 3D Dreamscapes
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Effective Long-Context Scaling of Foundation Models Demystifying CLIP Data Vision Transformers Need Registers Qwen Technical Report DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation Support the Show.Autor: Marcus Edel
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September 28th, 2023 - Neural Vistas & Visual Alchemy: From NeuRBF Reconstructions to ScalarSimplicity in AI Imagery
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8:49
NeuRBF: A Neural Fields Representation with Adaptive Radial Basis Functions Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation Finite Scalar Quantization: VQ-VAE Made Simple Support the Show.Autor: Marcus Edel
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September 27th, 2023 - Beyond Boundaries: Pioneering Sequences, Alignments, and Realism in AI Evolution
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6:30
DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models Aligning Large Multimodal Models with Factually Augmented RLHF LAVIE: High-Quality Video Generation with Cascaded Latent Diffusion Models Support the Show.Autor: Marcus Edel
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September 25th, 2023 - From Pixels to Precedents: Pioneering Visions in Color, Law, Code, and Sight
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10:47
CoRF : Colorizing Radiance Fields using Knowledge Distillation The Cambridge Law Corpus: A Corpus for Legal AI Research CodePlan: Repository-level Coding using LLMs and Planning DualToken-ViT: Position-aware Efficient Vision Transformer with Dual Token Fusion Support the Show.Autor: Marcus Edel
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September 22th, 2023 - Revolutionary Speeds & Precision: The Future of Neural Networks and Language Models
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Parallelizing non-linear sequential models over the sequence length Fast Feedforward Networks LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models Boolformer: Symbolic Regression of Logic Functions with Transformers Support the Show.…
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September 21th, 2023 - Neural Frontiers: From FreeU's Image Mastery to Languini Kitchen's Equalized Research
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14:32
FreeU: Free Lunch in Diffusion U-Net Neurons in Large Language Models: Dead, N-gram, Positional DreamLLM: Synergistic Multimodal Comprehension and Creation Kosmos-2.5: A Multimodal Literate Model End-to-End Speech Recognition Contextualization with Large Language Models The Languini Kitchen: Enabling Language Modelling Research at Different Scales …
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September 20th, 2023 - From Overthinking Graphs to Code Whispering and Polyglot AI: The New Frontiers of Neural Networks, Language Models, and Data Compression
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13:20
Graph Neural Networks Use Graphs When They Shouldn't Large Language Models for Compiler Optimization OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch Baichuan 2: Open Large-scale Language Models Language Modeling Is Compression FoleyGen: Visually-Guided Audio Generation Support the Show.…
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September 12th, 2023 - Frontiers in AI: From Pint-Sized Powerhouses and Pruned Datasets to Multilingual Mastery and Image Restoration
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Textbooks Are All You Need II: phi-1.5 technical report DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale MADLAD-400: A Multilingual And Document-Level Large Audited Dataset FIAT: Fusing learning paradigms with Instruction-Accelerated Tuning Optimize …
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September 11th, 2023 - Neural Frontiers: Audiobooks, Virtual Cities, Summarization, and Vision Transformers Reimagined
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9:26
Large-Scale Automatic Audiobook Creation CityDreamer: Compositional Generative Model of Unbounded 3D Cities From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting Mobile V-MoEs: Scaling Down Vision Transformers via Sparse Mixture-of-Experts High-Quality Entity Segmentation Support the Show.…
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September 8th, 2023 - Unlocking the Future of AI: From Master Optimizers and Budget-Friendly Giants to Truthful Decoding and Video Segmentation Breakthroughs
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Large Language Models as Optimizers FLM-101B: An Open LLM and How to Train It with $100K Budget XGen-7B Technical Report Tracking Anything with Decoupled Video Segmentation DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models Support the Show.Autor: Marcus Edel
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September 7th, 2023 - SLiMe, Matcha-TTS, RoboSense, and CM3Leon: Revolutionizing Vision, Speech, and Multi-Modal Intelligence for a Smarter, Faster Future
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SLiMe: Segment Like Me Matcha-TTS: A fast TTS architecture with conditional flow matching Physically Grounded Vision-Language Models for Robotic Manipulation Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning Support the Show.Autor: Marcus Edel
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September 6th, 2023 - Unlocking the Future of AI: Lean Transformers, Memory-Efficient RLHF, Voice-Altering Text Prompts, and 3D Virtual Humans
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One Wide Feedforward is All You Need Efficient RLHF: Reducing the Memory Usage of PPO PromptTTS 2: Describing and Generating Voices with Text Prompt AniPortraitGAN: Animatable 3D Portrait Generation from 2D Image Collections Support the Show.Autor: Marcus Edel
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September 5th, 2023 - Frontiers in AI Efficiency and Capability: From Turbocharged Transformers and Extended Contexts to High-Definition Video Generation and Self-Tuned Learning
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Fast Inference from Transformers via Speculative Decoding YaRN: Efficient Context Window Extension of Large Language Models VideoGen: A Reference-Guided Latent Diffusion Approach for High Definition Text-to-Video Generation RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback Support the Show.…
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September 1st, 2023 - Unlocking Multilingual AI & Beyond: Innovations in Data, Synthesis, Bioinformatics, and 3D Creation
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The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD Images BioCoder: A Benchmark for Bioinformatics Code Generation with Contextual Pragmatic Knowledge MVDream: Multi-view Diffusion for 3D Generation Can Programming Languages Boost Each …
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August 31th, 2023 - Advancing Weather Forecasts, Robotic Learning, and AI Conversations: A Trilogy of Innovation
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WeatherBench 2: A benchmark for the next generation of data-driven global weather models RoboTAP: Tracking Arbitrary Points for Few-Shot Visual Imitation LLaSM: Large Language and Speech Model Support the Show.Autor: Marcus Edel
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August 30th, 2023 - From AI Planners to 3D Faces: Groundbreaking Innovations in Machine Learning and Digital Media
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Reward-Respecting Subtasks for Model-Based Reinforcement Learning Relightify: Relightable 3D Faces from a Single Image via Diffusion Models MagicEdit: High-Fidelity and Temporally Coherent Video Editing Support the Show.Autor: Marcus Edel
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August 29th, 2023 - Concept Dissection, Alignment Pitfalls, and Responsible AI: Pioneering Approaches in Image Generation, Language Modeling, and Healthcare
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Break-A-Scene: Extracting Multiple Concepts from a Single Image The Poison of Alignment MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records ORES: Open-vocabulary Responsible Visual Synthesis Support the Show.Autor: Marcus Edel
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August 28th, 2023 - Unified Ingenuity: Trailblazing Techniques Across NLP, ML, Optical Text Recognition, and Computer Graphics
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PMET: Precise Model Editing in a Transformer Interpretable Graph Neural Networks for Tabular Data Nougat: Neural Optical Understanding for Academic Documents Relighting Neural Radiance Fields with Shadow and Highlight Hints Support the Show.Autor: Marcus Edel
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August 25th, 2023 - Harmonizing Audio, Privacy, and Visuals: WavJourney, Differentially Private Diffusion, and Diff2Lip Unveil the Future of Content Creation
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WavJourney: Compositional Audio Creation with Large Language Models Differentially Private Diffusion Models Diff2Lip: Audio Conditioned Diffusion Models for Lip-Synchronization Support the Show.Autor: Marcus Edel
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August 24th, 2023 - Revolutionizing Pixels and Prose: Breakthroughs in Diffusion Models, Multimodal Language Learning, and Media Editing
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Scalable Diffusion Models with Transformers BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual Questions StableVideo: Text-driven Consistency-aware Diffusion Video Editing Exploiting Diffusion Prior for Real-World Image Super-Resolution Support the Show.Autor: Marcus Edel
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August 23th, 2023 - Semantic Symphony: Aligning Multilingual Text, Multimodal Translation, and Image Relation Inversion in the Era of AI
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Extrapolating Large Language Models to Non-English by Aligning Languages SeamlessM4T—Massively Multilingual & Multimodal Machine Translation ReVersion: Diffusion-Based Relation Inversion from Images Support the Show.Autor: Marcus Edel
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August 22th, 2023 - Unveiling the Future of AI: From Chessboard Diversity to Text Detection Triumphs
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Diversifying AI: Towards Creative Chess with AlphaZero Graph of Thoughts: Solving Elaborate Problems with Large Language Models Dataset Quantization We Don't Need No Adam, All We Need Is EVE: On The Variance of Dual Learning Rate And Beyond SRFormer: Empowering Regression-Based Text Detection Transformer with Segmentation Support the Show.…
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August 21th, 2023 - Beyond Binary: The Evolution of Language, Robotics, and Consciousness in AI
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Reinforced Self-Training (ReST) for Language Modeling Large Language Models as General Pattern Machines Anaphoric Structure Emerges Between Neural Networks Consciousness in Artificial Intelligence: Insights from the Science of Consciousness Support the Show.Autor: Marcus Edel
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August 18th, 2023 - A Dive into the Future of Machine Learning: 3D Visions, Neural Evolutions, and Speedy Optimizations
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Dynamic 3D Gaussians: Tracking by Persistent Dynamic View Synthesis Self Expanding Neural Networks Fast as CHITA: Neural Network Pruning with Combinatorial Optimization Support the Show.Autor: Marcus Edel
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August 17th, 2023 - AI Chronicles: From Carbon Footprints to Cinematic Magic
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Estimating the Carbon Footprint of BLOOM, a 176B Parameter Language Model Teach LLMs to Personalize -- An Approach inspired by Writing Education DragNUWA: Fine-grained Control in Video Generation by Integrating Text, Image, and Trajectory Dual-Stream Diffusion Net for Text-to-Video Generation Support the Show.…
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August 16th, 2023 - Navigating the Nexus of Neural Networks: From Bayesian Flows to Math Marvels and the Dawn of RAVEN
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Bayesian Flow Networks Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification RAVEN: In-Context Learning with Retrieval Augmented Encoder-Decoder Language Models Support the Show.Autor: Marcus Edel
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August 15th, 2023 - Echoes of Innovation: From Crystal-Clear Speech to AI's Coding Mastery
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SpeechX: Neural Codec Language Model as a Versatile Speech Transformer Platypus: Quick, Cheap, and Powerful Refinement of LLMs RestoreFormer++: Towards Real-World Blind Face Restoration from Undegraded Key-Value Pairs OctoPack: Instruction Tuning Code Large Language Models Support the Show.Autor: Marcus Edel
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August 14th, 2023 - Conversations, Compositions, and Clarity: The Triad of AI Evolution
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PIPPA: A Partially Synthetic Conversational Dataset Composable Function-preserving Expansions for Transformer Architectures Self-Alignment with Instruction Backtranslation Support the Show.Autor: Marcus Edel
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August 11th, 2023 - Trailblazing Tech: From Robotic Pursuits to Sonic Symphonies and Alexa's Virtual Playground
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Follow Anything: Open-set detection, tracking, and following in real-time AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining Alexa, play with robot: Introducing the First Alexa Prize SimBot Challenge on Embodied AI Support the Show.Autor: Marcus Edel
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August 10th, 2023 - Tech Tapestry: Weaving the Future of Collaboration, Driving, Language, and Melody
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MetaGPT: Meta Programming for Multi-Agent Collaborative Framework FocalFormer3D : Focusing on Hard Instance for 3D Object Detection Shepherd: A Critic for Language Model Generation JEN-1: Text-Guided Universal Music Generation with Omnidirectional Diffusion Models Support the Show.Autor: Marcus Edel
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August 9th, 2023 - Soundscapes to Synthesis: Today's Pioneering Journeys in Machine Learning
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Separate Anything You Describe Pre-Trained Large Language Models for Industrial Control ReCLIP: Refine Contrastive Language Image Pre-Training with Source Free Domain Adaptation Simple synthetic data reduces sycophancy in large language models 3D Gaussian Splatting for Real-Time Radiance Field Rendering Support the Show.…
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August 8th, 2023 - AI Digest: Soundwaves, StarCraft, and Syntheses Unveiled
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A Practical Deep Learning-Based Acoustic Side Channel Attack on Keyboards AlphaStar Unplugged: Large-Scale Offline Reinforcement Learning From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion FLIQS: One-Shot Mixed-Precision Floating-Point and Integer Quantization Search SynJax: Structured Probability Distributions for JAX Support t…
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August 7th, 2023 - AI Chronicles: From Vision-Language Fusion to Revolutionizing Clinical Trials"
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MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization Scaling Clinical Trial Matching Using Large Language Models: A Case Study in Oncology Support the Show.Autor: Marcus Edel
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August 4th, 2023 - Neural Nexus: Traversing the AI Tapestry of Technological Triumphs
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RWKV: Reinventing RNNs for the Transformer Era DeepSpeed-Chat: Easy, Fast and Affordable RLHF Training of ChatGPT-like Models at All Scales OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models Scaling Relationship on Learning Mathematical Reasoning with Large Language Models The All-Seeing Project: Towards…
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August 2nd, 2023 - Journey Through Neural Nexus: Decoding Tomorrow's Machine Learning Marvels
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Predicting masked tokens in stochastic locations improves masked image modeling Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models Skills-in-Context Prompting: Unlocking Compositionality in Large Language Models WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings Support the Show.…
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August 1st, 2023 - Adventures in Machine Learning: Unraveling the Power of AI from Hydra Effects to Robotic Minds
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ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs Discovering Adaptable Symbolic Algorithms from Scratch RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control Guiding Image Captioning Models Toward More Specific Captions LLM-Rec: Personalized Recommendation via Prompting Large Language Models The H…
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July 31th, 2023 - Unveiling the AI Vanguard: From Reinforcement Learning Vulnerabilities to Multimodal Medical Marvels and Text-Driven Image Transformations
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Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback Med-Flamingo: a Multimodal Medical Few-shot Learner PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization Support the Show.Autor: Marcus Edel
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July 28th, 2023 - AI Odyssey: Trailblazing the Future of Machine Learning
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Scaling TransNormer to 175 Billion Parameters PanGu-Coder2: Boosting Large Language Models for Code with Ranking Feedback Jina Embeddings: A Novel Set of High-Performance Sentence Embedding Models To Adapt or Not to Adapt? Real-Time Adaptation for Semantic Segmentation How to Scale Your EMA Support the Show.…
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July 27th, 2023 - From Pixels to Policies: Today's Deep Dive into Machine Learning Wonders
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Tracking Anything in High Quality Towards Generalist Biomedical AI Foundation Models and Fair Use Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation Support the Show.Autor: Marcus Edel
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July 25th, 2023 - Byte-Sized Brilliance: Decoding the Epochs of ML Evolution
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The case for 4-bit precision: k-bit Inference Scaling Laws No Train No Gain: Revisiting Efficient Training Algorithms For Transformer-based Language Models PUMA: Secure Inference of LLaMA-7B in Five Minutes Optimized Network Architectures for Large Language Model Training with Billions of Parameters A Real-World WebAgent with Planning, Long Context…
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July 24th, 2023 - AI Horizons: From Wordy Worlds to Virtual Visions
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How will Language Modelers like ChatGPT Affect Occupations and Industries? CopyRNeRF: Protecting the CopyRight of Neural Radiance Fields STEVE-1: A Generative Model for Text-to-Behavior in Minecraft StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces Subject-Diffusion:Open Domain Personalized Text-to-Image Generation without Test-t…
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July 21th, 2023 - Neural Narratives: Chronicles of the AI Frontier
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Meta-Transformer: A Unified Framework for Multimodal Learning Divide & Bind Your Attention for Improved Generative Semantic Nursing Brain2Music: Reconstructing Music from Human Brain Activity FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets Instruction-following Evaluation through Verbalizer Manipulation Support the Show.…
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