Deep Learning

Accelerated Test-Time Scaling with Model-Free Speculative Sampling EMNLP 2025 Accelerated training through iterative gradient propagation along the residual path ICLR 2025 Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025 Accelerating 3D Molecule Generation via Jointly Geometric Optimal Transport ICLR 2025 Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps ACL 2025 Accelerating Adversarial Training on Under-Utilized GPU IJCAI 2025 Accelerating Autoregressive Speech Synthesis Inference With Speech Speculative Decoding Interspeech 2025 Accelerating Cross-Encoders in Biomedical Entity Linking ACL 2025 Accelerating Dense LLMs via L0-regularized Mixture-of-Experts ACL 2025 Accelerating Diffusion-based Super-Resolution with Dynamic Time-Spatial Sampling IJCAI 2025 Accelerating Diffusion-based Text-to-Speech Model Trainingwith Dual Modality Alignment Interspeech 2025 Accelerating Diffusion Sampling via Exploiting Local Transition Coherence ICCV 2025 Accelerating Diffusion Transformers with Token-wise Feature Caching ICLR 2025 Accelerating Diffusion Transformer via Gradient-Optimized Cache ICCV 2025 Accelerating Diffusion Transformer via Increment-Calibrated Caching with Channel-Aware Singular Value Decomposition CVPR 2025 Accelerating Flow-Matching-Based Text-to-Speech via Empirically Pruned Step Sampling Interspeech 2025 Accelerating Linear Recurrent Neural Networks for the Edge with Unstructured Sparsity ICML 2025 Accelerating LLM Reasoning via Early Rejection with Partial Reward Modeling EMNLP 2025 Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction CVPR 2025 Accelerating Neural ODEs: A Variational Formulation-based Approach ICLR 2025 Accelerating PDE-Constrained Optimization by the Derivative of Neural Operators ICML 2025 Accelerating Training with Neuron Interaction and Nowcasting Networks ICLR 2025 Accent Normalization Using Self-Supervised Discrete Tokens with Non-Parallel Data Interspeech 2025 Accent Placement Models for Rigvedic Sanskrit Text AACL 2025 Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches EMNLP 2025