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A curated podcast covering the latest machine learning developments, text, and audio is generated using AI.... more
FAQs about ML Cult:How many episodes does ML Cult have?The podcast currently has 75 episodes available.
October 27, 2023October 27th, 2023 - AI Unleashed: Decoding Sycophancy, Mastering Control, and Crafting 3D RealitiesTowards Understanding Sycophancy in Language ModelsControlled Decoding from Language ModelsHyperFields: Towards Zero-Shot Generation of NeRFs from TextSupport the show...more9minPlay
October 26, 2023October 26th, 2023 - Frontiers of AI: From Quantum Compression to Visionary TransformersLLM-FP4: 4-Bit Floating-Point Quantized TransformersDetecting Pretraining Data from Large Language ModelsConvNets Match Vision Transformers at ScaleA Picture is Worth a Thousand Words: Principled Recaptioning Improves Image GenerationQMoE: Practical Sub-1-Bit Compression of Trillion-Parameter ModelsSupport the show...more15minPlay
October 25, 2023October 25th, 2023 - Pixel to Perception: Matryoshka Synthesis, GPT-3's Linguistic Mysteries, Woodpecker's Visual Refinement, and SAM-CLIP's Vision EvolutionMatryoshka Diffusion ModelsDissecting In-Context Learning of Translations in GPTsWoodpecker: Hallucination Correction for Multimodal Large Language ModelsSAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial UnderstandingSupport the show...more12minPlay
October 24, 2023October 24th, 2023 - Neural Visions Unveiled: From FreeNoise's Video Clarity, HallusionBench's Reality Check, to FlashEdit's Instant Image RefinementsFreeNoise: Tuning-Free Longer Video Diffusion Via Noise ReschedulingHallusionBench: 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 ModelsLocalizing and Editing Knowledge in Text-to-Image Generative ModelsSupport the show...more7minPlay
October 23, 2023October 23th, 2023 - Unlocking AI's Potential: From Open Waters to Self-Enhancing Miniature ModelsH2O Open Ecosystem for State-of-the-art Large Language ModelsLet's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small ModelsTeaching Language Models to Self-Improve through Interactive DemonstrationsSupport the show...more7minPlay
October 04, 2023October 4th, 2023 - NeuroFrontiers: Pensive Processors, Natural Evolution, and the New Age of Linguistic TitansThink before you speak: Training Language Models With Pause TokensTowards Self-Assembling Artificial Neural Networks through Neural Developmental ProgramsEfficient Streaming Language Models with Attention SinksLarge Language Models Cannot Self-Correct Reasoning YetSmartPlay : A Benchmark for LLMs as Intelligent AgentsSupport the show...more14minPlay
October 03, 2023October 3nd, 2023 - Evolution in Text: Self-Improvement, Synthesis, and ScrutinyEnable Language Models to Implicitly Learn Self-Improvement From DataPixArt-alpha: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image SynthesisFELM: Benchmarking Factuality Evaluation of Large Language ModelsSupport the show...more8minPlay
October 02, 2023October 2nd, 2023 - Math to Motion: ToRA, Decaf, and DRaFT TransformationsToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem SolvingDecaf: Monocular Deformation Capture for Face and Hand InteractionsDirectly Fine-Tuning Diffusion Models on Differentiable RewardsSupport the show...more7minPlay
September 29, 2023September 29th, 2023 - Masters of AI Metamorphosis: From Long-Context Linguistics to 3D DreamscapesEffective Long-Context Scaling of Foundation ModelsDemystifying CLIP DataVision Transformers Need RegistersQwen Technical ReportDreamGaussian: Generative Gaussian Splatting for Efficient 3D Content CreationSupport the show...more17minPlay
September 28, 2023September 28th, 2023 - Neural Vistas & Visual Alchemy: From NeuRBF Reconstructions to ScalarSimplicity in AI ImageryNeuRBF: A Neural Fields Representation with Adaptive Radial Basis FunctionsEmu: Enhancing Image Generation Models Using Photogenic Needles in a HaystackShow-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video GenerationFinite Scalar Quantization: VQ-VAE Made SimpleSupport the show...more9minPlay
FAQs about ML Cult:How many episodes does ML Cult have?The podcast currently has 75 episodes available.