conftrace_

token pruning

81 papers

Explore in graph

Co-occurring keywords

model compression (3302) efficient computing (781) vision transformer (1106) vision language model (767) inference acceleration (244) multimodal large language model (966) model efficiency (206) vision-language model (2348) efficient inference (233) multimodal learning (4645)

Papers

EQUIP: EQUivariant preserving In-Place updates for Efficient Token Pruning ACL 2026
SlimInfer: Accelerating Long-Context LLM Inference via Dynamic Token Pruning AAAI 2026
TabFlash: Efficient Table Understanding with Progressive Question Conditioning and Token Focusing AAAI 2026
From Inheritance to Saturation: Disentangling the Evolution of Visual Redundancy for Architecture-Aware MLLM Inference Acceleration ACL 2026
Stability Implies Redundancy: Delta Attention Selective Halting for Efficient Long-Context Prefilling ACL 2026
Adaptive Compute Efficient Learning via Conceptual-Criticality (Student Abstract) AAAI 2026
KTV: Keyframes and Key Tokens Selection for Efficient Training-Free Video LLMs AAAI 2026
D²Pruner: Debiased Importance and Structural Diversity for MLLM Token Pruning AAAI 2026
V-Pruner: A Fast and Globally-informed Token Pruning Framework for Vision Transformer AAAI 2026
Reducing Token Redundancy in LVLMs: A Systematic Review of Token Pruning Methods ACL 2026
ReGATE: Learning Faster and Better with Fewer Tokens in MLLMs ACL 2026
Semantically Comprehensive Token Pruning in LVLMs via Maximizing Concept Coverage ACL 2026
Lethe: Layer- and Time-Adaptive KV Cache Pruning for Reasoning-Intensive LLM Serving AAAI 2026
CATP: Contextually Adaptive Token Pruning for Efficient and Enhanced Multimodal In-Context Learning AAAI 2026
Token Pruning for Improving Graph-Generating State Space Model Performance EACL 2026
FastDriveVLA: Efficient End-to-End Driving via Plug-and-Play Reconstruction-based Token Pruning AAAI 2026
TOP-RL: Task-Optimized Progressive Token Pruning with Reinforcement Learning for Vision Language Models AAAI 2026
QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehension AAAI 2026
SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning EMNLP 2025
AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning ICCV 2025
VFlowOpt: A Token Pruning Framework for LMMs with Visual Information Flow-Guided Optimization ICCV 2025
FastVAR: Linear Visual Autoregressive Modeling via Cached Token Pruning ICCV 2025
A Hidden Stumbling Block in Generalized Category Discovery: Distracted Attention ICCV 2025
Fit and Prune: Fast and Training-free Visual Token Pruning for Multi-modal Large Language Models AAAI 2025
Representing 3D Shapes with 64 Latent Vectors for 3D Diffusion Models ICCV 2025