Efficient Computing

Evaluating and Enhancing the Robustness of Code Pre-trained Models through Structure-Aware Adversarial Samples Generation EMNLP 2023 F2-NeRF: Fast Neural Radiance Field Training With Free Camera Trajectories CVPR 2023 Facto-CNN: Memory-Efficient CNN Training with Low-rank Tensor Factorization and Lossy Tensor Compression ACML 2023 Faster Adaptive Federated Learning AAAI 2023 Fast-StrucTexT: An Efficient Hourglass Transformer with Modality-guided Dynamic Token Merge for Document Understanding IJCAI 2023 FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning ACL 2023 FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference ACL 2023 Fixed Input Parameterization for Efficient Prompting ACL 2023 Focus on the Core: Efficient Attention via Pruned Token Compression for Document Classification EMNLP 2023 FSR: A General Frequency-Oriented Framework to Accelerate Image Super-resolution Networks AAAI 2023 Generalizable Lightweight Proxy for Robust NAS against Diverse Perturbations NeurIPS 2023 Gold-YOLO: Efficient Object Detector via Gather-and-Distribute Mechanism NeurIPS 2023 GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints EMNLP 2023 GWQ: Group-Wise Quantization Framework for Neural Networks ACML 2023 H3T: Efficient Integration of Memory Optimization and Parallelism for Large-scale Transformer Training NeurIPS 2023 HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks AAAI 2023 Hard Prompts Made Easy: Gradient-Based Discrete Optimization for Prompt Tuning and Discovery NeurIPS 2023 Head-Free Lightweight Semantic Segmentation with Linear Transformer AAAI 2023 How Can Objects Help Action Recognition? CVPR 2023 Hybrid Inverted Index Is a Robust Accelerator for Dense Retrieval EMNLP 2023 Hybrid Pixel-Unshuffled Network for Lightweight Image Super-resolution AAAI 2023 Hyena Hierarchy: Towards Larger Convolutional Language Models ICML 2023 HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition Interspeech 2023 HyperJump: Accelerating HyperBand via Risk Modelling AAAI 2023 HyperMixer: An MLP-based Low Cost Alternative to Transformers ACL 2023