Efficient Computing

QSpec: Speculative Decoding with Complementary Quantization Schemes EMNLP 2025 Q-TempFusion: Quantization-Aware Temporal Multi-Sensor Fusion on Bird's-Eye View Representation WACV 2025 QuantCache: Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation ICCV 2025 QUPID: Quantified Understanding for Enhanced Performance, Insights, and Decisions in Korean Search Engines ACL 2025 Radar: Fast Long-Context Decoding for Any Transformer ICLR 2025 RASD: Retrieval-Augmented Speculative Decoding ACL 2025 RAV: Retrieval-Augmented Voting for Tactile Descriptions Without Training EMNLP 2025 Reasoning under Uncertainty: Efficient LLM Inference via Unsupervised Confidence Dilution and Convergent Adaptive Sampling EMNLP 2025 RefreshKV: Updating Small KV Cache During Long-form Generation ACL 2025 Retrofitting Large Language Models with Dynamic Tokenization ACL 2025 RL-RC-DoT: A Block-level RL agent for Task-Aware Video Compression CVPR 2025 RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations IJCAI 2025 SANA: Efficient High-Resolution Text-to-Image Synthesis with Linear Diffusion Transformers ICLR 2025 SATER: A Self-Aware and Token-Efficient Approach to Routing and Cascading EMNLP 2025 Scaling Action Detection: AdaTAD++ with Transformer-Enhanced Temporal-Spatial Adaptation ICCV 2025 Schedule On the Fly: Diffusion Time Prediction for Faster and Better Image Generation CVPR 2025 SEAL: Semantic Attention Learning for Long Video Representation CVPR 2025 Seeing More with Less: Human-like Representations in Vision Models CVPR 2025 Self-Attentive Spatio-Temporal Calibration for Precise Intermediate Layer Matching in ANN-to-SNN Distillation AAAI 2025 Semantic Agreement Enables Efficient Open-Ended LLM Cascades EMNLP 2025 SemanticDraw: Towards Real-Time Interactive Content Creation from Image Diffusion Models CVPR 2025 SIDC-KWS: Efficient Spiking Inception-Dilated Conformer with Self-Attention for Keyword Spotting Interspeech 2025 Similarity-Guided Layer-Adaptive Vision Transformer for UAV Tracking CVPR 2025 Simultaneous Masked and Unmasked Decoding with Speculative Decoding Masking for Fast ASR without Accuracy Loss Interspeech 2025 Skip-Vision: Efficient and Scalable Acceleration of Vision-Language Models via Adaptive Token Skipping ICCV 2025