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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 07, 2023August 7th, 2023 - AI Chronicles: From Vision-Language Fusion to Revolutionizing Clinical Trials"MM-Vet: Evaluating Large Multimodal Models for Integrated CapabilitiesRetroformer: Retrospective Large Language Agents with Policy Gradient OptimizationScaling Clinical Trial Matching Using Large Language Models: A Case Study in OncologySupport the show...more7minPlay
August 04, 2023August 4th, 2023 - Neural Nexus: Traversing the AI Tapestry of Technological TriumphsRWKV: Reinventing RNNs for the Transformer EraDeepSpeed-Chat: Easy, Fast and Affordable RLHF Training of ChatGPT-like Models at All ScalesOpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language ModelsScaling Relationship on Learning Mathematical Reasoning with Large Language ModelsThe All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open WorldSupport the show...more17minPlay
August 02, 2023August 2nd, 2023 - Journey Through Neural Nexus: Decoding Tomorrow's Machine Learning MarvelsPredicting masked tokens in stochastic locations improves masked image modelingTool Documentation Enables Zero-Shot Tool-Usage with Large Language ModelsSkills-in-Context Prompting: Unlocking Compositionality in Large Language ModelsWizMap: Scalable Interactive Visualization for Exploring Large Machine Learning EmbeddingsSupport the show...more8minPlay
August 01, 2023August 1st, 2023 - Adventures in Machine Learning: Unraveling the Power of AI from Hydra Effects to Robotic MindsToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIsDiscovering Adaptable Symbolic Algorithms from ScratchRT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic ControlGuiding Image Captioning Models Toward More Specific CaptionsLLM-Rec: Personalized Recommendation via Prompting Large Language ModelsThe Hydra Effect: Emergent Self-repair in Language Model ComputationsSupport the show...more13minPlay
July 31, 2023July 31th, 2023 - Unveiling the AI Vanguard: From Reinforcement Learning Vulnerabilities to Multimodal Medical Marvels and Text-Driven Image TransformationsOpen Problems and Fundamental Limitations of Reinforcement Learning from Human FeedbackMed-Flamingo: a Multimodal Medical Few-shot LearnerPromptStyler: Prompt-driven Style Generation for Source-free Domain GeneralizationSupport the show...more8minPlay
July 28, 2023July 28th, 2023 - AI Odyssey: Trailblazing the Future of Machine LearningScaling TransNormer to 175 Billion ParametersPanGu-Coder2: Boosting Large Language Models for Code with Ranking FeedbackJina Embeddings: A Novel Set of High-Performance Sentence Embedding ModelsTo Adapt or Not to Adapt? Real-Time Adaptation for Semantic SegmentationHow to Scale Your EMASupport the show...more11minPlay
July 27, 2023July 27th, 2023 - From Pixels to Policies: Today's Deep Dive into Machine Learning WondersTracking Anything in High QualityTowards Generalist Biomedical AIFoundation Models and Fair UseFew-shot Fine-tuning vs. In-context Learning: A Fair Comparison and EvaluationSupport the show...more9minPlay
July 25, 2023July 25th, 2023 - Byte-Sized Brilliance: Decoding the Epochs of ML EvolutionThe case for 4-bit precision: k-bit Inference Scaling LawsNo Train No Gain: Revisiting Efficient Training Algorithms For Transformer-based Language ModelsPUMA: Secure Inference of LLaMA-7B in Five MinutesOptimized Network Architectures for Large Language Model Training with Billions of ParametersA Real-World WebAgent with Planning, Long Context Understanding, and Program SynthesisSupport the show...more12minPlay
July 24, 2023July 24th, 2023 - AI Horizons: From Wordy Worlds to Virtual VisionsHow will Language Modelers like ChatGPT Affect Occupations and Industries?CopyRNeRF: Protecting the CopyRight of Neural Radiance FieldsSTEVE-1: A Generative Model for Text-to-Behavior in MinecraftStyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned FacesSubject-Diffusion:Open Domain Personalized Text-to-Image Generation without Test-time Fine-tuningSupport the show...more12minPlay
July 21, 2023July 21th, 2023 - Neural Narratives: Chronicles of the AI FrontierMeta-Transformer: A Unified Framework for Multimodal LearningDivide & Bind Your Attention for Improved Generative Semantic NursingBrain2Music: Reconstructing Music from Human Brain ActivityFLASK: Fine-grained Language Model Evaluation based on Alignment Skill SetsInstruction-following Evaluation through Verbalizer ManipulationSupport the show...more11minPlay
FAQs about ML Cult:How many episodes does ML Cult have?The podcast currently has 75 episodes available.