AlphaMemo: Structured Search-Process Memory for Self-Evolving Alpha Mining Agents
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ParaSpeechCLAP: A Dual-Encoder Speech-Text Model for Rich Stylistic Language-Audio Pretra…
Voice Privacy from an Attribute-based Perspective
Controllable Accent Normalization via Discrete Diffusion
UBP2: Uncertainty-Balanced Preference Planning for Efficient Preference-based Reinforceme…
Essential Subspace Merging for Multi-Task Learning
The Optimal Token Baseline: Variance Reduction for Long-Horizon LLM-RL
Chain-of-Goals Hierarchical Policy for Long-Horizon Offline Goal-Conditioned RL
Sycophantic AI makes human interaction feel more effortful and less satisfying over time
Enhancing RL Generalizability in Robotics through SHAP Analysis of Algorithms and Hyperpa…
MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning
GAC: Stabilizing Asynchronous RL Training for LLMs via Gradient Alignment Control
CQD-SHAP: Explainable Complex Query Answering via Shapley Values
Learning Bug Context for PyTorch-to-JAX Translation with LLMs
GyroSwin: 5D Surrogates for Gyrokinetic Plasma Turbulence Simulations
Predictive Feature Caching for Training-free Acceleration of Molecular Geometry Generation
A Robust Framework for Secure Cardiovascular Risk Prediction: An Architectural Case Study…
Mask2Flow-TSE: Two-Stage Target Speaker Extraction with Masking and Flow Matching
Beyond Relevance: On the Relationship Between Retrieval and RAG Information Coverage
Distributional Regression with Tabular Foundation Models: Evaluating Probabilistic Predic…
Measuring Intent Comprehension in LLMs
From Empirical Evaluation to Context-Aware Enhancement: Repairing Regression Errors with …
"Is This Really a Human Peer Supporter?": Misalignments Between Peer Supporters and Exper…
Adaptive GoGI-Skip: Coupling Goal-Gradient Importance with Dynamic Uncertainty for Effici…
Efficient Traffic State Prediction With Dynamic Joint Spatio-Temporal Relation Inference
Revisiting Text Ranking in Deep Research
Fine-Grained Uncertainty Quantification for Long-Form Language Model Outputs: A Comparati…
ALOE: Action-Level Off-Policy Evaluation for Vision-Language-Action Model Post-Training
HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Div…
Over-the-Air Federated Learning: Rethinking Edge AI Through Signal Processing