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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.
August 21, 2023August 21th, 2023 - Beyond Binary: The Evolution of Language, Robotics, and Consciousness in AIReinforced Self-Training (ReST) for Language ModelingLarge Language Models as General Pattern MachinesAnaphoric Structure Emerges Between Neural NetworksConsciousness in Artificial Intelligence: Insights from the Science of ConsciousnessSupport the show...more12minPlay
August 18, 2023August 18th, 2023 - A Dive into the Future of Machine Learning: 3D Visions, Neural Evolutions, and Speedy OptimizationsDynamic 3D Gaussians: Tracking by Persistent Dynamic View SynthesisSelf Expanding Neural NetworksFast as CHITA: Neural Network Pruning with Combinatorial OptimizationSupport the show...more7minPlay
August 17, 2023August 17th, 2023 - AI Chronicles: From Carbon Footprints to Cinematic MagicEstimating the Carbon Footprint of BLOOM, a 176B Parameter Language ModelTeach LLMs to Personalize -- An Approach inspired by Writing EducationDragNUWA: Fine-grained Control in Video Generation by Integrating Text, Image, and TrajectoryDual-Stream Diffusion Net for Text-to-Video GenerationSupport the show...more8minPlay
August 16, 2023August 16th, 2023 - Navigating the Nexus of Neural Networks: From Bayesian Flows to Math Marvels and the Dawn of RAVENBayesian Flow NetworksSolving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-VerificationRAVEN: In-Context Learning with Retrieval Augmented Encoder-Decoder Language ModelsSupport the show...more9minPlay
August 15, 2023August 15th, 2023 - Echoes of Innovation: From Crystal-Clear Speech to AI's Coding MasterySpeechX: Neural Codec Language Model as a Versatile Speech TransformerPlatypus: Quick, Cheap, and Powerful Refinement of LLMsRestoreFormer++: Towards Real-World Blind Face Restoration from Undegraded Key-Value PairsOctoPack: Instruction Tuning Code Large Language ModelsSupport the show...more9minPlay
August 14, 2023August 14th, 2023 - Conversations, Compositions, and Clarity: The Triad of AI EvolutionPIPPA: A Partially Synthetic Conversational DatasetComposable Function-preserving Expansions for Transformer ArchitecturesSelf-Alignment with Instruction BacktranslationSupport the show...more6minPlay
August 11, 2023August 11th, 2023 - Trailblazing Tech: From Robotic Pursuits to Sonic Symphonies and Alexa's Virtual PlaygroundFollow Anything: Open-set detection, tracking, and following in real-timeAudioLDM 2: Learning Holistic Audio Generation with Self-supervised PretrainingAlexa, play with robot: Introducing the First Alexa Prize SimBot Challenge on Embodied AISupport the show...more6minPlay
August 10, 2023August 10th, 2023 - Tech Tapestry: Weaving the Future of Collaboration, Driving, Language, and MelodyMetaGPT: Meta Programming for Multi-Agent Collaborative FrameworkFocalFormer3D : Focusing on Hard Instance for 3D Object DetectionShepherd: A Critic for Language Model GenerationJEN-1: Text-Guided Universal Music Generation with Omnidirectional Diffusion ModelsSupport the show...more9minPlay
August 09, 2023August 9th, 2023 - Soundscapes to Synthesis: Today's Pioneering Journeys in Machine LearningSeparate Anything You DescribePre-Trained Large Language Models for Industrial ControlReCLIP: Refine Contrastive Language Image Pre-Training with Source Free Domain AdaptationSimple synthetic data reduces sycophancy in large language models3D Gaussian Splatting for Real-Time Radiance Field RenderingSupport the show...more12minPlay
August 08, 2023August 8th, 2023 - AI Digest: Soundwaves, StarCraft, and Syntheses UnveiledA Practical Deep Learning-Based Acoustic Side Channel Attack on KeyboardsAlphaStar Unplugged: Large-Scale Offline Reinforcement LearningFrom Discrete Tokens to High-Fidelity Audio Using Multi-Band DiffusionFLIQS: One-Shot Mixed-Precision Floating-Point and Integer Quantization SearchSynJax: Structured Probability Distributions for JAXSupport the show...more12minPlay
FAQs about ML Cult:How many episodes does ML Cult have?The podcast currently has 75 episodes available.