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Model Compression

1928 directly classified papers

Papers per year

Papers

V-Pruner: A Fast and Globally-informed Token Pruning Framework for Vision Transformer AAAI 2026

PVeRA: Probabilistic Vector-Based Random Matrix Adaptation WACV 2026

CLoCKDistill: Consistent Location and Context aware Knowledge Distillation for DETRs WACV 2026

CanKD: Cross-Attention-based Non-local Operation for Feature-based Knowledge Distillation WACV 2026

Beyond Real Weights: Hypercomplex Representations for Stable Quantization WACV 2026

MR-Pruner: Training-free Multi-resolution Visual Token Pruning for Multi-modal Large Language Models WACV 2026

1LoRA: Summation Compression for Very Low-Rank Adaptation WACV 2026

Safe Vision-Language Models via Unsafe Weights Manipulation WACV 2026

Federated Model Synchronization for Diagnostic Redefinition through a Novel Selective Parameter Unlearning WACV 2026

Automating Android Build Repair: Bridging the Reasoning-Execution Gap in LLM Agents with Domain-Specific Tools EACL 2026

Calibrating Beyond English: Language Diversity for Better Quantized Multilingual LLMs EACL 2026

H3Fusion: Helpful, Harmless, Honest Fusion of Aligned LLMs EACL 2026

BLUR: A Bi-Level Optimization Approach for LLM Unlearning EACL 2026

Plasticity vs. Rigidity: The Impact of Low-Rank Adapters on Reasoning on a Micro-Budget EACL 2026

Iterative Structured Pruning for Large Language Models with Multi-Domain Calibration EACL 2026

When Speed Meets Intelligence: Scalable Conversational NER in an Ever-evolving World EACL 2026

Improving Training Efficiency and Reducing Maintenance Costs via Language Specific Model Merging EACL 2026

Logits-Based Block Pruning with Affine Transformations for Large Language Models EACL 2026

Marking Code Without Breaking It: Code Watermarking for Detecting LLM-Generated Code EACL 2026

Sparse Brains are Also Adaptive Brains: Cognitive-Load-Aware Dynamic Activation for LLMs EACL 2026

Task-aware Block Pruning with Output Distribution Signals for Large Language Models EACL 2026

Navigating Data Scarcity in Low-Resource English-Tatar Translation using LLM Fine-Tuning EACL 2026

SDNLP at AMIYA 2026: Syrian Arabic Dialect Modeling with LoRA EACL 2026

TAGQuant: Token-Aware Clustering for Group-Wise Quantization EACL 2026

QuEPT: Quantized Elastic Precision Transformers with One-Shot Calibration for Multi-Bit Switching AAAI 2026