Consistency Deep Equilibrium Models
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Universal One-third Time Scaling in Learning Peaked Distributions
Lookahead Sample Reward Guidance for Test-Time Scaling of Diffusion Models
Value Flows
From Graph Retrieval to Schema Realization: Counterfactual Validation for Text-to-SPARQL …
Truth, Trust, and Trouble: Medical AI on the Edge
Value-Free Policy Optimization via Reward Partitioning
Cooperation of Experts: Fusing Heterogeneous Information with Large Margin
Erased but Not Forgotten: How Backdoors Compromise Concept Erasure
Gradients with Respect to Semantics Preserving Embeddings Tell the Uncertainty of Large L…
Beyond Offline A/B Testing: Context-Aware Agent Simulation for Recommender System Evaluat…
AtomEval: Validity-Aware Atomic Evaluation of Adversarial Claim Rewriting in Fact Verific…
Heterogeneous Decentralized Diffusion Models
Topology-Preserving Neural Operator Learning via Hodge Decomposition
Soft-NBCE: Entropy-Weighted Chunk Fusion for Long-Context
ThinkSwitch: Context Distillation with LoRA and Weight Interpolation for Specific-Purpose…
APB-V: Accelerating Long-Video Understanding via Sequence-Parallelism-aware Approximate A…
{\lambda}Split: Self-Supervised Content-Aware Spectral Unmixing for Fluorescence Microsco…
Geometry-Aware Probabilistic Circuits via Voronoi Tessellations
DyLLM: Efficient Diffusion LLM Inference via Saliency-based Token Selection and Partial A…
Hybrid Verified Decoding: Learning to Allocate Verification in Speculative Decoding
FVSpec: Real-World Property-Based Tests as Lean Challenges
Silent Failures in Federated Personalization of Foundation Models
CAREAgent: Clinical Agent with Structured Reasoning and Tool-Integrated for Order Generat…
Balancing Knowledge Distillation for Imbalance Learning with Bilevel Optimization
RADAR: Redundancy-Aware Diffusion for Multi-Agent Communication Structure Generation
Trustworthy AI Suffers from Invariance Conflicts and Causality is The Solution
Process Reward Agents for Steering Knowledge-Intensive Reasoning
What's Missing in Screen-to-Action? Towards a UI-in-the-Loop Paradigm for Multimodal GUI …
AgentProcessBench: Diagnosing Step-Level Process Quality in Tool-Using Agents