efficient computing

Toward Low-Cost yet Effective Temporal Learning for UAV Tracking CVPR 2026 Training and Inference Within 1 Second – Tackle Cross-Sensor Degradation of Real-World Pansharpening with Efficient Residual Feature Tailoring AAAI 2026 VLA-Adapter: An Effective Paradigm for Tiny-Scale Vision-Language-Action Model AAAI 2026 ZonUI-3B: Competitive GUI Grounding with a 3B VLM Trained on a Single Consumer GPU WACV 2026 Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps ACL 2025 Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review CoNLL 2025 Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction CVPR 2025 Accurate KV Cache Quantization with Outlier Tokens Tracing ACL 2025 Achieving binary weight and activation for LLMs using Post-Training Quantization ACL 2025 Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference ACL 2025 Adaptive Camera Sensor for Vision Models ICLR 2025 Adaptive Computation Modules: Granular Conditional Computation for Efficient Inference AAAI 2025 Adaptive Draft-Verification for Efficient Large Language Model Decoding AAAI 2025 Adaptive Guidance: Training-free Acceleration of Conditional Diffusion Models AAAI 2025 A Drop-In Solution for On-the-Fly Adaptation of Speculative Decoding in Large Language Models ACL 2025 Alignment for Efficient Tool Calling of Large Language Models EMNLP 2025 AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models EMNLP 2025 AnchorAttention: Difference-Aware Sparse Attention with Stripe Granularity EMNLP 2025 Arctic-TILT. Business Document Understanding at Sub-Billion Scale ACL 2025 A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression ACL 2025 AtomNet: Designing Tiny Models from Operators Under Extreme MCU Constraints AAAI 2025 ATP-LLaVA: Adaptive Token Pruning for Large Vision Language Models CVPR 2025 Bandit Based Attention Mechanism in Vision Transformers WACV 2025 Banyan: Improved Representation Learning with Explicit Structure ICML 2025 BcQLM: Efficient Vision-Language Understanding with Distilled Q-Gated Cross-Modal Fusion EMNLP 2025