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redundancy reduction

21 papers

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Co-occurring keywords · papers mentioning both

vision transformer (3) contrastive learning (3) model compression (3) parameter-efficient fine-tuning (2) low-rank adaptation (2) abstractive summarization (2) large language model (2) document summarization (2) chain-of-thought reasoning (2) self-supervised learning (2)

Papers

A11y-Compressor: A Framework for Enhancing the Efficiency of GUI Agent Observations through Visual Context Reconstruction and Redundancy Reduction ACL 2026 Adaptive Spatial and Temporal Redundancy Optimization for Efficient Reasoning in Large Language Models ACL 2026 CATS: Category-Aware Token-level Steering for Training-Free Redundancy Reduction in Large Reasoning Models AAAI 2026 3R: Enhancing Sentence Representation Learning via Redundant Representation Reduction EMNLP 2025 TASO: Task-Aligned Sparse Optimization for Parameter-Efficient Model Adaptation EMNLP 2025 AlphaLoRA: Assigning LoRA Experts Based on Layer Training Quality EMNLP 2024 Memory Consolidation Enables Long-Context Video Understanding ICML 2024 Reduce Redundancy Then Rerank: Enhancing Code Summarization with a Novel Pipeline Framework COLING 2024 Shaping the distribution of neural responses with interneurons in a recurrent circuit model NeurIPS 2024 A Novel Approach for Effective Multi-View Clustering with Information-Theoretic Perspective NeurIPS 2023 Barlow Graph Auto-Encoder for Unsupervised Network Embedding AISTATS 2023 Attributed Graph Clustering with Dual Redundancy Reduction IJCAI 2022 The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy CVPR 2022 AREDSUM: Adaptive Redundancy-Aware Iterative Sentence Ranking for Extractive Document Summarization EACL 2021 Barlow Twins: Self-Supervised Learning via Redundancy Reduction ICML 2021 IA-RED$^2$: Interpretability-Aware Redundancy Reduction for Vision Transformers NeurIPS 2021 VA-RED$^2$: Video Adaptive Redundancy Reduction ICLR 2021 Systematically Exploring Redundancy Reduction in Summarizing Long Documents AACL 2020 Neurons Merging Layer: Towards Progressive Redundancy Reduction for Deep Supervised Hashing IJCAI 2019 Cutting-off Redundant Repeating Generations for Neural Abstractive Summarization EACL 2017 The Conjoint Effect of Divisive Normalization and Orientation Selectivity on Redundancy Reduction NeurIPS 2008