Deep Learning

Deep Representation Learning for Forecasting Recursive and Multi-Relational Events in Temporal Networks AAAI 2025 DeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking Process ACL 2025 Deep-Simplex Multichannel Speech Separation Interspeech 2025 Deep-Union Completion AAAI 2025 Dense Depth from Event Focal Stack WACV 2025 Detecting Music Performance Errors with Transformers AAAI 2025 DFDNet: Disentangling and Filtering Dynamics for Enhanced Video Prediction AAAI 2025 Dial2MSA-Verified: A Multi-Dialect Arabic Social Media Dataset for Neural Machine Translation to Modern Standard Arabic COLING 2025 Distribution-Driven Dense Retrieval: Modeling Many-to-One Query-Document Relationship AAAI 2025 Diverse Rare Sample Generation with Pretrained GANs AAAI 2025 DocFusion: A Unified Framework for Document Parsing Tasks ACL 2025 DS-Codec: Dual-Stage Training with Mirror-to-NonMirror Architecture Switching for Speech Codec Interspeech 2025 Dual-Balancing for Physics-Informed Neural Networks IJCAI 2025 DUTJBD at SemEval-2025 Task 3: A Range of Approaches for Predicting Hallucination Generation in Models SemEval 2025 EDAR: A pipeline for Emotion and Dialogue Act Recognition COLING 2025 Efficiently Enhancing Long-term Series Forecasting via Ultra-long Lookback Windows AAAI 2025 Efficient Neural and Numerical Methods for High-QualityOnline Speech Spectrogram Inversion via Gradient Theorem Interspeech 2025 Efficient Training of Neural Fractional-Order Differential Equation via Adjoint Backpropagation AAAI 2025 Embedding Robust Watermarking into Pattern to Protect the Copyright of Ceramic Artifacts AAAI 2025 End-to-End Driving with Online Trajectory Evaluation via BEV World Model ICCV 2025 EnergyMoGen: Compositional Human Motion Generation with Energy-Based Diffusion Model in Latent Space CVPR 2025 Enhancing Noise-Robust Losses for Large-Scale Noisy Data Learning AAAI 2025 Enhancing Predictive Healthcare Using AI-Driven Early Warning Systems AAAI 2025 ERNet: Efficient Non-Rigid Registration Network for Point Sequences ICCV 2025 Estimating 2D Camera Motion with Hybrid Motion Basis ICCV 2025