Deep Learning

SwiftEdit: Lightning Fast Text-Guided Image Editing via One-Step Diffusion CVPR 2025 Swift Hydra: Self-Reinforcing Generative Framework for Anomaly Detection with Multiple Mamba Models ICLR 2025 SwiftKV: Fast Prefill-Optimized Inference with Knowledge-Preserving Model Transformation EMNLP 2025 SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration ICLR 2025 SwiftPrune: Hessian-Free Weight Pruning for Large Language Models EMNLP 2025 SwiftTry: Fast and Consistent Video Virtual Try-On with Diffusion Models AAAI 2025 Swing-by Dynamics in Concept Learning and Compositional Generalization ICLR 2025 Swin-: Gradient-Based Image Restoration from Image Sequences using Video Swin-Transformers WACV 2025 SwinIA: Self-Supervised Blind-Spot Image Denoising without Convolutions WACV 2025 Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning ICLR 2025 Swiss German Speech Translation and the Curse of Multidialectality ACL 2025 Switch Conformer with Universal Phonetic Experts for Multilingual ASR Interspeech 2025 SWITCH: Studying with Teacher for Knowledge Distillation of Large Language Models NAACL 2025 Sylber: Syllabic Embedding Representation of Speech from Raw Audio ICLR 2025 Symbolic Neural Ordinary Differential Equations AAAI 2025 Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length ICLR 2025 Symbolic Representation for Any-to-Any Generative Tasks CVPR 2025 SymDiff: Equivariant Diffusion via Stochastic Symmetrisation ICLR 2025 SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization CVPR 2025 SymmCD: Symmetry-Preserving Crystal Generation with Diffusion Models ICLR 2025 SymmCompletion: High-Fidelity and High-Consistency Point Cloud Completion with Symmetry Guidance AAAI 2025 Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images ACL 2025 SymmetricDiffusers: Learning Discrete Diffusion on Finite Symmetric Groups ICLR 2025 Symmetry-Aware GFlowNets ICML 2025 Symmetry-Based Structured Matrices for Efficient Approximately Equivariant Networks AISTATS 2025