HuggingFace
GPTQ-2D: Cubic-Time Two-Sided Adaptive Rounding
Adaptive rounding methods such as GPTQ, or equivalently Babai's nearest plane algorithm, round a real matrix to integ...
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HuggingFace
GradCuit: Credit-Assigned Gradient Flow Enables Robust and Interpretable Test-Time Latent Reasoning
Optimization-based latent reasoning improves large language model outputs by optimizing instance-specific continuous ...
HuggingFace
DreamTraj: Generating 6-DoF Object Trajectories by Reading Unrendered Video Diffusion Latents
Accurate prediction of object trajectories during manipulation is essential for closing the perception-action loop. P...
HuggingFace
RecHarness: A Bandit-Routed Agentic Harness for Self-Evolving Recommender Systems
Optimizing modern recommender models still depends heavily on engineers manually iterating over architectural, object...
HuggingFace
RL^2-VLA: Adaptive RL Latent Compositional Steering with Test-Time Scaling for Vision-Language-Action Models
Despite the impressive visuomotor capabilities enabled by Vision-Language-Action (VLA) models, their performance ofte...
HuggingFace
SAF-OPD: Stable Advantage Fusion for On-Policy Distillation
Reinforcement learning with verifiable rewards (RLVR) broadcasts a single response-level reward to every token, while...
HuggingFace
Beyond Feeling Better: Capability-Sustaining Emotional Dialogue as a Longitudinal Research Paradigm
Emotional dialogue research includes two influential strategy traditions. Empathetic dialogue prioritizes understandi...
HuggingFace
EMBL AI Librarian: Life-Sciences Knowledge Layer for AI Agents
The web is increasingly accessed by AI agents rather than humans. Every agent needs knowledge, especially in the life...
HuggingFace
Constitutional Midtraining: Content Presence Drives Alignment Gains
Post-training alignment is often shallow, eroding under fine-tuning. Whether midtraining interventions, cleanly isola...
arXiv
ARB: A Matched Authorship-Rewriting Benchmark Dataset for AI-Text Detector Evaluation
Standard AI-text detection benchmarks compare human-written text against text generated directly by large language mo...
arXiv
AMTFV: Agentic Mathematical Tool-Flow Verification for LLM Self-Correction
Large language models have demonstrated strong mathematical problem-solving capabilities, yet reliably verifying thei...
arXiv
COntExt: Towards Context-Aware Ontology Extension from Operational Metrics
Organizations increasingly define operational metrics in structured, machine-readable formats to monitor systems, pro...