Efficient Computing

BUFFER: Balancing Accuracy, Efficiency, and Generalizability in Point Cloud Registration CVPR 2023 BUS: Efficient and Effective Vision-Language Pre-Training with Bottom-Up Patch Summarization. ICCV 2023 Bypass Exponential Time Preprocessing: Fast Neural Network Training via Weight-Data Correlation Preprocessing NeurIPS 2023 CAB: Comprehensive Attention Benchmarking on Long Sequence Modeling ICML 2023 CABM: Content-Aware Bit Mapping for Single Image Super-Resolution Network With Large Input CVPR 2023 Calibrating Deep Neural Networks Using Explicit Regularisation and Dynamic Data Pruning WACV 2023 Can Infinitely Wide Deep Nets Help Small-data Multi-label Learning? ACML 2023 Can We Find Strong Lottery Tickets in Generative Models? AAAI 2023 CAST: Conditional Attribute Subsampling Toolkit for Fine-Grained Evaluation WACV 2023 Castling-ViT: Compressing Self-Attention via Switching Towards Linear-Angular Attention at Vision Transformer Inference CVPR 2023 Causes and Effects of Unanticipated Numerical Deviations in Neural Network Inference Frameworks NeurIPS 2023 (Certified!!) Adversarial Robustness for Free! ICLR 2023 CF-ViT: A General Coarse-to-Fine Method for Vision Transformer AAAI 2023 CHAMMI: A benchmark for channel-adaptive models in microscopy imaging NeurIPS 2023 Channel Regeneration: Improving Channel Utilization for Compact DNNs AAAI 2023 Chat2Map: Efficient Scene Mapping From Multi-Ego Conversations CVPR 2023 Cheaply Estimating Inference Efficiency Metrics for Autoregressive Transformer Models NeurIPS 2023 CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval ACL 2023 CiT: Curation in Training for Effective Vision-Language Data ICCV 2023 ClimateSet: A Large-Scale Climate Model Dataset for Machine Learning NeurIPS 2023 CLIPPING: Distilling CLIP-Based Models With a Student Base for Video-Language Retrieval CVPR 2023 CLR: Channel-wise Lightweight Reprogramming for Continual Learning ICCV 2023 Clustering the Sketch: Dynamic Compression for Embedding Tables NeurIPS 2023 CocaCLIP: Exploring Distillation of Fully-Connected Knowledge Interaction Graph for Lightweight Text-Image Retrieval ACL 2023 Cochlear-implant Listeners Listening to Cochlear-implant Simulated Speech Interspeech 2023