conftrace_

redundancy reduction

19 papers

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Co-occurring keywords

contrastive learning (4032) model compression (3302) parameter-efficient fine-tuning (736) low-rank adaptation (560) abstractive summarization (633) large language model (13587) document summarization (140) chain-of-thought reasoning (551) self-supervised learning (3777) graph clustering (195)

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
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 NIPS 2024
Barlow Graph Auto-Encoder for Unsupervised Network Embedding AISTATS 2023
A Novel Approach for Effective Multi-View Clustering with Information-Theoretic Perspective NIPS 2023
The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy CVPR 2022
Attributed Graph Clustering with Dual Redundancy Reduction IJCAI 2022
AREDSUM: Adaptive Redundancy-Aware Iterative Sentence Ranking for Extractive Document Summarization EACL 2021
IA-RED$^2$: Interpretability-Aware Redundancy Reduction for Vision Transformers NIPS 2021
Barlow Twins: Self-Supervised Learning via Redundancy Reduction ICML 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 NIPS 2008