Showing 1–15 of 15 results
/ Date/ Name
Dec 2, 2024Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMsJun 12, 2025Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMsDec 5, 2023MoSA: Mixture of Sparse Adapters for Visual Efficient TuningNov 7, 2025TimeSearch-R: Adaptive Temporal Search for Long-Form Video Understanding via Self-Verification Reinforcement LearningMar 17, 2023Exploring Sparse Visual Prompt for Domain Adaptive Dense PredictionAug 24, 2024SAN: Hypothesizing Long-Term Synaptic Development and Neural Engram Mechanism in Scalable Model's Parameter-Efficient Fine-TuningJan 3, 2025MoVE-KD: Knowledge Distillation for VLMs with Mixture of Visual EncodersNov 27, 2024Proactive Gradient Conflict Mitigation in Multi-Task Learning: A Sparse Training PerspectiveDec 8, 2025PlantBiMoE: A Bidirectional Foundation Model with SparseMoE for Plant GenomesJul 31, 2025FastDriveVLA: Efficient End-to-End Driving via Plug-and-Play Reconstruction-based Token PruningJul 1, 2021Boosting Certified $\ell_\infty$ Robustness with EMA Method and Ensemble ModelDec 19, 2023Continual-MAE: Adaptive Distribution Masked Autoencoders for Continual Test-Time AdaptationAug 26, 2022Unsupervised Spike Depth Estimation via Cross-modality Cross-domain Knowledge TransferDec 15, 2023Gradient-based Parameter Selection for Efficient Fine-TuningAug 28, 2025MMG-Vid: Maximizing Marginal Gains at Segment-level and Token-level for Efficient Video LLMs