HuggingFace
Verification-Aware Training for Speculative Decoding
Speculative decoding accelerates large language model inference by using a draft model to generate candidate tokens, ...
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HuggingFace
Lies We Can See: Joint Verbal and Non-Verbal Deception by VLM Agents in Embodied Social Interactions
Strategic deception by LLM and VLM agents has emerged as a central AI alignment and safety concern. Social-deduction ...
HuggingFace
DICS: Exploring Data Intrinsic Consistency for Visual Instruction Selection
Visual instruction tuning is crucial for advancing the vision-language alignment and instruction-following capabiliti...
HuggingFace
Keep-or-Drop? Adaptive Tokenizer for Compact Video Representation
Latent diffusion models have emerged as a dominant framework for high-fidelity image and video synthesis, operating i...
HuggingFace
WebWorld: The Browser as a World Model for Self-Improving Web Code
VLM-driven self-improvement of web code has a structural flaw: the model that proposes the repair is the model that j...
HuggingFace
LightNav-0: Eliciting VLM Spatial Intelligence for Generalist Embodied Navigation
Embodied navigation requires agents to translate heterogeneous goals and visual observations into actions across task...
HuggingFace
Evaluating the Hidden Costs of Personalization in Large Language Models
While Large language models (LLMs) incorporate user personalization signals to improve usability and helpfulness, the...
HuggingFace
SafeAtlas-VL: Beyond Binary Multimodal Safety with Large-Scale Data and Guard Models
Multimodal safety moderation requires distinguishing risks arising from visual content, user intent, and assistant be...
HuggingFace
Super Library Agent: Joint Generation and Maintenance of Multiple Applications Beyond the Single Codebase
Organizations often develop and maintain portfolios of related applications: independently deployable codebases that ...
HuggingFace
Chat-Edit-3D++: Interactive 3D and 4D Scene Editing via Large Language Models
Recent work on image content manipulation based on vision-language pre-training models has been effectively extended ...
HuggingFace
DreamX-Creator: Democratizing Native Audio-Video Generation at 2K Resolution
Recent video generators often omit audio or synthesize it in a separate stage, limiting reciprocal modeling of visual...
HuggingFace
LoopArena: Benchmarking Models as Runtime Controllers for Loop Engineering
Loop Engineering is emerging as a practice for organizing development work around coding agents. Instead of writing e...