Machine Learning

FlexGS: Train Once, Deploy Everywhere with Many-in-One Flexible 3D Gaussian Splatting CVPR 2025 Flexible and Efficient Grammar-Constrained Decoding ICML 2025 Flexible and Efficient Probabilistic PDE Solvers through Gaussian Markov Random Fields AISTATS 2025 Flexible Copula-Based Mixed Models in Deep Learning: A Scalable Approach to Arbitrary Marginals AISTATS 2025 Flexible Frame Selection for Efficient Video Reasoning CVPR 2025 Flexible Generalized Low-Rank Regularizer for Tensor RPCA IJCAI 2025 Flexible Group Count Enables Hassle-Free Structured Pruning CVPR 2025 Flexible-length Text Infilling for Discrete Diffusion Models EMNLP 2025 Flexible Sharpness-Aware Personalized Federated Learning AAAI 2025 Flexible Tails for Normalizing Flows ICML 2025 FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute CVPR 2025 Flexi-FSCIL: Adaptive Knowledge Retention for Breaking the Stability-Plasticity Dilemma in Few-Shot Class-Incremental Learning ICCV 2025 FlexiGPT: Pruning and Extending Large Language Models with Low-Rank Weight Sharing NAACL 2025 Flexora: Flexible Low-Rank Adaptation for Large Language Models ACL 2025 FlexPose: Pose Distribution Adaptation with Limited Guidance AAAI 2025 FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference ICLR 2025 FlexQuant: A Flexible and Efficient Dynamic Precision Switching Framework for LLM Quantization EMNLP 2025 FlexUOD: The Answer to Real-world Unsupervised Image Outlier Detection CVPR 2025 FlickerFusion: Intra-trajectory Domain Generalizing Multi-agent Reinforcement Learning ICLR 2025 FlightGPT: Towards Generalizable and Interpretable UAV Vision-and-Language Navigation with Vision-Language Models EMNLP 2025 FlipAttack: Jailbreak LLMs via Flipping ICML 2025 FLIPHAT: Joint Differential Privacy for High Dimensional Linear Bandits AISTATS 2025 Flipping Knowledge Distillation: Leveraging Small Models’ Expertise to Enhance LLMs in Text Matching ACL 2025 Floating-Point Neural Networks Can Represent Almost All Floating-Point Functions ICML 2025 FloE: On-the-Fly MoE Inference on Memory-constrained GPU ICML 2025