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token pruning

109 papers

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Co-occurring keywords · papers mentioning both

model compression (38) vision-language model (24) vision transformer (21) efficient computing (20) multimodal large language model (14) inference acceleration (14) attention mechanism (11) visual token (10) efficient inference (10) video understanding (10)

Papers

Length-Adaptive Distillation: Customizing Small Language Model for Dynamic Token Pruning EMNLP 2023 Prune Spatio-temporal Tokens by Semantic-aware Temporal Accumulation ICCV 2023 PuMer: Pruning and Merging Tokens for Efficient Vision Language Models ACL 2023 Sparse Token Transformer with Attention Back Tracking ICLR 2023 TokenDrop + BucketSampler: Towards Efficient Padding-free Fine-tuning of Language Models EMNLP 2023 AdapLeR: Speeding up Inference by Adaptive Length Reduction ACL 2022 Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer AAAI 2022 Token and Head Adaptive Transformers for Efficient Natural Language Processing COLING 2022 VTC-LFC: Vision Transformer Compression with Low-Frequency Components NeurIPS 2022