HuggingFace
Beyond IID: How General Are Tabular Foundation Models, Really?
Foundation models for predictive machine learning on tabular data have recently gained significant traction in academ...
🤖 AI 前沿资讯
每天自动聚合 AI 领域最新动态
HuggingFace
Illuminating Unified Multimodal Model for Free-form Interleaved Text-Image Generation
The advancement of generative AI models capable of producing text and image marks a critical step forward in the real...
HuggingFace
RaysUp: Ultra-light Universal Feature Upsampling via Geometry-Aware Ray Representation
Pre-trained Vision Foundation Models (VFMs) have become central to modern computer vision due to their powerful seman...
HuggingFace
One Scene, Two Depths: Probing Geometric Ambiguity in Monocular Foundation Models
A faithful 3D world representation should account for layered geometry, where a single camera ray may contain multipl...
HuggingFace
One-Step Gradient Delay is Not a Barrier for Large-Scale Asynchronous Pipeline Parallel LLM Pretraining
Modern large-scale LLM pretraining benefits from utilizing Pipeline Parallelism; however, synchronous implementations...
HuggingFace
SAM2Matting: Generalized Image and Video Matting
Despite impressive advances in image matting, video matting remains challenging due to the inherent gap between high-...
HuggingFace
One Model, Many Latencies: Universal Speech Enhancement for Diverse Real-Time Applications
Different real-time speech applications impose distinct latency budgets, often requiring separately trained enhanceme...
HuggingFace
A Gravitational Interpretation of Fine-Tuning Reversion
Fine-tuning on harmless data can partially undo behaviors acquired earlier in training. Safety can erode under benign...
HuggingFace
RocketSmith: Agentic Additive Manufacturing of High-Powered Rockets
RocketSmith is an agentic system which intelligently automates the DFAM process for the development of high powered r...
HuggingFace
SWE-Together: Evaluating Coding Agents in Interactive User Sessions
Most coding-agent benchmarks are static: an agent receives a complete task description up front and is judged only by...
HuggingFace
Mind the Heads: Topological Representation Alignment for Multimodal LLMs
Representation alignment has emerged as an effective approach to improve Multimodal Large Language Models (MLLMs) by ...
HuggingFace
LLM Program Optimization via Retrieval Augmented Search
Recent work has demonstrated the potential of large language models (LLMs) for program optimization, a key challenge ...