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Efficient Computing

23 directly classified papers

Papers per year

Papers

MBQ: Modality-Balanced Quantization for Large Vision-Language Models CVPR 2025
Spike2Former: Efficient Spiking Transformer for High-performance Image Segmentation AAAI 2025
Walk and Read Less: Improving the Efficiency of Vision-and-Language Navigation via Tuning-Free Multimodal Token Pruning EMNLP 2025
SalM²: An Extremely Lightweight Saliency Mamba Model for Real-Time Cognitive Awareness of Driver Attention AAAI 2025
FBRT-YOLO: Faster and Better for Real-Time Aerial Image Detection AAAI 2025
Two-stream Beats One-stream: Asymmetric Siamese Network for Efficient Visual Tracking AAAI 2025
Quantization without Tears CVPR 2025
Learning Sparsity for Effective and Efficient Music Performance Question Answering ACL 2025
StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses NIPS 2024
InfiniPot: Infinite Context Processing on Memory-Constrained LLMs EMNLP 2024
Dual-Perspective Activation: Efficient Channel Denoising via Joint Forward-Backward Criterion for Artificial Neural Networks NIPS 2024
A Cost-Efficient Modular Sieve for Extracting Product Information from Company Websites EMNLP 2024
Omni Aggregation Networks for Lightweight Image Super-Resolution CVPR 2023
BUFFER: Balancing Accuracy, Efficiency, and Generalizability in Point Cloud Registration CVPR 2023
An Inner Table Retriever for Robust Table Question Answering ACL 2023
Feature Distillation Interaction Weighting Network for Lightweight Image Super-resolution AAAI 2022
2D or not 2D? Adaptive 3D Convolution Selection for Efficient Video Recognition CVPR 2021
Ultrafast Video Attention Prediction with Coupled Knowledge Distillation AAAI 2020
HydraNets: Specialized Dynamic Architectures for Efficient Inference CVPR 2018
Heterogeneous Bitwidth Binarization in Convolutional Neural Networks NIPS 2018
SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks NIPS 2017
Fast Person Re-Identification via Cross-Camera Semantic Binary Transformation CVPR 2017
Seeing Into Darkness: Scotopic Visual Recognition CVPR 2017