Deep Learning

Fast3R: Towards 3D Reconstruction of 1000+ Images in One Forward Pass CVPR 2025 Fast, Accurate Manifold Denoising by Tunneling Riemannian Optimization ICML 2025 Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning CVPR 2025 Fast and Interpretable Mixed-Integer Linear Program Solving by Learning Model Reduction AAAI 2025 Fast and Low-Cost Genomic Foundation Models via Outlier Removal ICML 2025 Fast and Reliable $N - k$ Contingency Screening with Input-Convex Neural Networks L4DC 2025 Fast and Slow Gradient Approximation for Binary Neural Network Optimization AAAI 2025 FastBlend: Enhancing Video Stylization Consistency via Model-Free Patch Blending IJCAI 2025 FastCAV: Efficient Computation of Concept Activation Vectors for Explaining Deep Neural Networks ICML 2025 Fast Convergence of Softmax Policy Mirror Ascent AISTATS 2025 Fast Direct: Query-Efficient Online Black-box Guidance for Diffusion-model Target Generation ICLR 2025 FAST: Efficient Action Tokenization for Vision-Language-Action Models RSS 2025 FASTER: A Font-Agnostic Scene Text Editing and Rendering Framework WACV 2025 Faster and Better LLMs via Latency-Aware Test-Time Scaling EMNLP 2025 Faster and Stronger: When ANN-SNN Conversion Meets Parallel Spiking Calculation ICML 2025 FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality ICLR 2025 Faster Convergence of Riemannian Stochastic Gradient Descent with Increasing Batch Size ACML 2025 Faster Diffusion Sampling with Randomized Midpoints: Sequential and Parallel ICLR 2025 Faster Double Adaptive Gradient Methods AAAI 2025 FASTer: Focal token Acquiring-and-Scaling Transformer for Long-term 3D Objection Detection CVPR 2025 Faster In-Context Learning for LLMs via N-Gram Trie Speculative Decoding EMNLP 2025 Faster Inference of Flow-Based Generative Models via Improved Data-Noise Coupling ICLR 2025 Faster Parameter-Efficient Tuning with Token Redundancy Reduction CVPR 2025 Faster Speculative Decoding via Effective Draft Decoder with Pruned Candidate Tree ACL 2025 FasterVoiceGrad: Faster One-step Diffusion-Based Voice Conversion with Adversarial Diffusion Conversion Distillation Interspeech 2025