HuggingFace
MPIE-Bench: Benchmarking Anatomically Plausible Multi-Person Interaction Editing
Text-to-image and personalized editing models now synthesize high-fidelity single-subject images with ease. Yet placi...
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HuggingFace
Beyond Borrowed Histories: Person-Aligned User Simulation for Interactive Role-Playing Evaluation
Role-playing agents (RPAs) have become one of the most important consumer applications of large language models. User...
HuggingFace
AI Tour Meeting: Group Travel Planning by LLM Agents
This paper proposes AI Tour Meeting, a group travel planning framework powered by multiple Large Language Model (LLM)...
HuggingFace
Revisiting Lossy Verification in Speculative Decoding: Mechanisms, Trade-offs, and Failure Modes
Speculative Decoding (SD) accelerates large language model inference by allowing a lightweight draft model to propose...
HuggingFace
Explorative Modeling: Unlocking a Third Pretraining Axis and End-to-End Generation
The deep learning revolution, kicked off by AlexNet, taught us that end-to-end training beats decomposing a problem i...
HuggingFace
LEDGERMIND: Provenance-Constrained Multimodal Agentic Reasoning with a Structured Evidence Ledger
Multimodal agents for visual question answering increasingly operate as multi-step trajectories that interleave perce...
HuggingFace
INTACT: Isomorphic Intent-to-Action Learning for Search-Free World Models
Forward latent world models predict how actions change a scene, but recover actions for a desired change only through...
HuggingFace
Multi-Head Attention Residuals
Transformers propagate information across depth through a single additive residual stream: every sublayer reads only ...
HuggingFace
AMRD: Adaptive Multi-Teacher Relational Distillation for Lightweight Speech Emotion Recognition
On-device speech emotion recognition (SER) is critical for real-time applications, yet large self-supervised models t...
HuggingFace
ShadowDancer: Teaching Video World Models Any Action by Learning Unified Dynamics Representations from a Video and Its Shadow
We present ShadowDancer, a novel approach to any-action, frame-level control of interactive video world models. The o...
HuggingFace
Is Deep Research Reliable? Misleading Knowledge Induces False Conclusions
Deep Research agents extend LLM-based assistants into long-horizon workflows involving planning, retrieval, evidence ...
HuggingFace
Pedestrian Archetypes Extension -- More Pedestrian Models for Autonomous Vehicle Safety Testing
In our prior work, Pedestrian Archetypes, we defined pedestrian archetypes as collections of behaviors that uniquely ...