Efficient Computing

Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning EMNLP 2023 InfoMetIC: An Informative Metric for Reference-free Image Caption Evaluation ACL 2023 Information Magnitude Based Dynamic Sub-sampling for Speech-to-text Interspeech 2023 Inner-Outer Aware Reconstruction Model for Monocular 3D Scene Reconstruction NeurIPS 2023 InsightPilot: An LLM-Empowered Automated Data Exploration System EMNLP 2023 INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold ICCV 2023 Integral Neural Networks CVPR 2023 InterFormer: Real-time Interactive Image Segmentation ICCV 2023 Interval Reachability of Nonlinear Dynamical Systems with Neural Network Controllers L4DC 2023 Intriguing Properties of Quantization at Scale NeurIPS 2023 Is Bigger Always Better? An Empirical Study on Efficient Architectures for Style Transfer and Beyond WACV 2023 Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation NeurIPS 2023 Iterative Patch Selection for High-Resolution Image Recognition ICLR 2023 Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution ICCV 2023 I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference ICCV 2023 Japanese-to-English Simultaneous Dubbing Prototype ACL 2023 Joint Edge-Model Sparse Learning is Provably Efficient for Graph Neural Networks ICLR 2023 Jointly Reparametrized Multi-Layer Adaptation for Efficient and Private Tuning ACL 2023 Joint Metrics Matter: A Better Standard for Trajectory Forecasting ICCV 2023 Joint Token Pruning and Squeezing Towards More Aggressive Compression of Vision Transformers CVPR 2023 KAKURENBO: Adaptively Hiding Samples in Deep Neural Network Training NeurIPS 2023 KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection EMNLP 2023 KD-Boost: Boosting Real-Time Semantic Matching in E-commerce with Knowledge Distillation EMNLP 2023 KDEformer: Accelerating Transformers via Kernel Density Estimation ICML 2023 Knowledge Distillation for High Dimensional Search Index NeurIPS 2023