computational efficiency

Parameter-Efficient Adaptation of Self-Supervised Models for Arabic Speech Recognition EACL 2026 QuietPrune: Query-Guided Early Token Pruning for Vision-Language Models CVPR 2026 Reducing Token Redundancy in LVLMs: A Systematic Review of Token Pruning Methods ACL 2026 Revisiting the Canonicalization for Fast and Accurate Crystal Tensor Property Prediction AAAI 2026 ROSE: Rotate Your Large Language Model to See CVPR 2026 SCALE: Selective Resource Allocation for Overcoming Performance Bottlenecks in Mathematical Test-time Scaling AAAI 2026 The Token Tax: Systematic Bias in Multilingual Tokenization EACL 2026 UniMERNet: A Universal Network for Real-World Mathematical Expression Recognition CVPR 2026 γ-MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models ICLR 2025 Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025 Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection ICLR 2025 Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction CVPR 2025 Accelerating Spectral Clustering under Fairness Constraints ICML 2025 Adaptive Data Optimization: Dynamic Sample Selection with Scaling Laws ICLR 2025 An Efficient Rehearsal Scheme for Catastrophic Forgetting Mitigation during Multi-stage Fine-tuning NAACL 2025 A Pioneering Neural Network Method for Efficient and Robust Fuel Sloshing Simulation in Aircraft AAAI 2025 Asymptotic Unbiased Sample Sampling to Speed Up Sharpness-Aware Minimization AAAI 2025 Auto-nnU-Net: Towards Automated Medical Image Segmentation AutoML 2025 A-VL: Adaptive Attention for Large Vision-Language Models AAAI 2025 Balancing Model Efficiency and Performance: Adaptive Pruner for Long-tailed Data ICML 2025 Balcony: A Lightweight Approach to Dynamic Inference of Generative Language Models EMNLP 2025 Bandit Based Attention Mechanism in Vision Transformers WACV 2025 Boost-and-Skip: A Simple Guidance-Free Diffusion for Minority Generation ICML 2025 Branches: Efficiently Seeking Optimal Sparse Decision Trees via AO* ICML 2025 Calibration as a Proxy for Fairness and Efficiency in a Perspectivist Ensemble Approach to Irony Detection EMNLP 2025