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token selection

25 papers

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Co-occurring keywords

large language model (12755) model compression (3283) attention mechanism (3975) efficient computing (779) inference optimization (219) kv cache (70) transformer efficiency (12) multimodal learning (4622) video understanding (1647) memory efficiency (260)

Papers

OmniSparse: Training-Aware Fine-Grained Sparse Attention for Long-Video MLLMs AAAI 2026
APVR: Hour-Level Long Video Understanding with Adaptive Pivot Visual Information Retrieval AAAI 2026
Uncertainty-Aware Contrastive Decoding ACL 2025
Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering EMNLP 2025
TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection EMNLP 2025
GraphKV: Breaking the Static Selection Paradigm with Graph-Based KV Cache Eviction EMNLP 2025
SafeInfer: Context Adaptive Decoding Time Safety Alignment for Large Language Models AAAI 2025
Principles of Visual Tokens for Efficient Video Understanding ICCV 2025
Efficient Continual Pre-training of LLMs for Low-resource Languages NAACL 2025
TR-PTS: Task-Relevant Parameter and Token Selection for Efficient Tuning ICCV 2025
Spotlighter: Revisiting Prompt Tuning from a Representative Mining View EMNLP 2025
PointLoRA: Low-Rank Adaptation with Token Selection for Point Cloud Learning CVPR 2025
ShowUI: One Vision-Language-Action Model for GUI Visual Agent CVPR 2025
Multi-scale Activation, Refinement, and Aggregation: Exploring Diverse Cues for Fine-Grained Bird Recognition AAAI 2025
Invisible Entropy: Towards Safe and Efficient Low-Entropy LLM Watermarking EMNLP 2025
Make Your Training Flexible: Towards Deployment-Efficient Video Models ICCV 2025
FreqTS: Frequency-Aware Token Selection for Accelerating Diffusion Models AAAI 2025
TETRIS: Optimal Draft Token Selection for Batch Speculative Decoding ACL 2025
What Are You Token About? Differentiable Perturbed Top-k Token Selection for Scientific Document Summarization ACL 2024
Magic Tokens: Select Diverse Tokens for Multi-modal Object Re-Identification CVPR 2024
Memory-Efficient Fine-Tuning of Transformers via Token Selection EMNLP 2024
Max-Margin Token Selection in Attention Mechanism NIPS 2023
TRAMS: Training-free Memory Selection for Long-range Language Modeling EMNLP 2023
Document-level Event Factuality Identification via Reinforced Multi-Granularity Hierarchical Attention Networks IJCAI 2022
Pyramid-BERT: Reducing Complexity via Successive Core-set based Token Selection ACL 2022