HuggingFace
SynCity 3000: Bootstrapping Scene-Scale 3D Diffusion
We present SynCity 3000, a framework for generating 3D scenes that are globally coherent while enabling fine-grained ...
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HuggingFace
Speaker-Aware Temporal Aggregation Strategies on Segment Representations for Depression Detection in Dyadic Interaction: A Benchmark Study
Speech-based depression detection compresses features from short audio segments into one speaker-level decision, a st...
HuggingFace
Bridging Interleaved Multi-Modal Reasoning as a Unified Decision Process
Unified multi-modal models (UMMs) have shown promising interleaved text-image reasoning capabilities, yet effectively...
HuggingFace
Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models
Vision-Language-Action (VLA) models acquire broad embodied capabilities through large-scale pretraining, yet their ge...
HuggingFace
Learning to Trigger: Reinforcement Learning at the Large Hadron Collider
High-throughput scientific facilities such as the Large Hadron Collider depend on real-time event filtering (triggeri...
HuggingFace
SeKV: Resolution-Adaptive KV Cache with Hierarchical Semantic Memory for Long-Context LLM Inference
Large language models increasingly operate over long contexts, where the KV cache becomes a dominant memory bottlenec...
HuggingFace
ACID: Action Consistency via Inverse Dynamics for Planning with World Models
Decision-time planning with action-conditioned world models has become a popular paradigm for embodied control. Howev...
HuggingFace
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks
For robots to work reliably in commercial and industrial applications, can recent advances in agentic coding systems ...
arXiv
OptiAgent: End-to-End Optimization Modeling via Multi-Agent Iterative Refinement
We propose OptiAgent, a multi-agent framework that, given a natural language description of an Operations Research pr...
arXiv
Multiplayer Interactive World Models with Representation Autoencoders
We introduce the first multiplayer world model for highly dynamic environments governed by complex physical interacti...
arXiv
Selective Disclosure Watermarking for Large Language Models
Watermarking methods embed imperceptible and verifiable signals into text generated by large language models (LLMs). ...
arXiv
Graph Sparse Sampling: Breaking the Curse of the Horizon in Continuous MDP Planning
Planning under uncertainty in continuous domains is essential for autonomous systems, yet computationally demanding. ...