Artificial Intelligence

Deep Out-of-Distribution Uncertainty Quantification via Weight Entropy Maximization JMLR 2025 Deep Reinforcement Learning for Robotics: A Survey of Real-World Successes AAAI 2025 Deep Reinforcement Learning with Time-Scale Invariant Memory AAAI 2025 Deep Representation Learning for Forecasting Recursive and Multi-Relational Events in Temporal Networks AAAI 2025 DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments EMNLP 2025 DeepResonance: Enhancing Multimodal Music Understanding via Music-centric Multi-way Instruction Tuning EMNLP 2025 DeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking Process ACL 2025 DeepRTL2: A Versatile Model for RTL-Related Tasks ACL 2025 DeepRTL: Bridging Verilog Understanding and Generation with a Unified Representation Model ICLR 2025 DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search ICLR 2025 DeepShield: Fortifying Deepfake Video Detection with Local and Global Forgery Analysis ICCV 2025 Deep Signature: Characterization of Large-Scale Molecular Dynamics ICLR 2025 DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking ACL 2025 Deep Source-Seekers with Obstacle Avoidance: Adaptive Hybrid Control with Transformers In-The-Loop L4DC 2025 Deep Space Weather Model: Long-Range Solar Flare Prediction from Multi-Wavelength Images ICCV 2025 DEEPTalk: Dynamic Emotion Embedding for Probabilistic Speech-Driven 3D Face Animation AAAI 2025 Deep Temporal Reasoning in Video Language Models: A Cross-Linguistic Evaluation of Action Duration and Completion through Perfect Times ACL 2025 Deep Unsupervised Hashing via External Guidance ICML 2025 DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts ICML 2025 Def-DTS: Deductive Reasoning for Open-domain Dialogue Topic Segmentation ACL 2025 Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization AAAI 2025 Defend for Self-Vocoding: A Novel Enhanced Decoder Network for Watermark Recovery Interspeech 2025 Defending against Indirect Prompt Injection by Instruction Detection EMNLP 2025 Defending Against Repetitive Backdoor Attacks on Semi-Supervised Learning through Lens of Rate-Distortion-Perception Trade-Off WACV 2025 Defending Against Sophisticated Poisoning Attacks with RL-based Aggregation in Federated Learning AAAI 2025