Application Areas

Text-Visual Prompting for Efficient 2D Temporal Video Grounding CVPR 2023 TFAN: Temporal-Feature correlations Attention-based Network for Urban Air Quality Prediction using Data Fusion technology ACML 2023 That Label's got Style: Handling Label Style Bias for Uncertain Image Segmentation ICLR 2023 The Androids Corpus: A New Publicly Available Benchmark for Speech Based Depression Detection Interspeech 2023 The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image ICLR 2023 The Benefits of Mixup for Feature Learning ICML 2023 The Best of Both Worlds: Accurate Global and Personalized Models through Federated Learning with Data-Free Hyper-Knowledge Distillation ICLR 2023 The Box Size Confidence Bias Harms Your Object Detector WACV 2023 The case for 4-bit precision: k-bit Inference Scaling Laws ICML 2023 The communication cost of security and privacy in federated frequency estimation AISTATS 2023 The Cost of Compression: Investigating the Impact of Compression on Parametric Knowledge in Language Models EMNLP 2023 The Curious Case of Benign Memorization ICLR 2023 The Dark Side of Dynamic Routing Neural Networks: Towards Efficiency Backdoor Injection CVPR 2023 The Economics of Machine Learning IJCAI 2023 The economic trade-offs of large language models: A case study ACL 2023 The Effects of AI Biases and Explanations on Human Decision Fairness: A Case Study of Bidding in Rental Housing Markets IJCAI 2023 The Emergence of Essential Sparsity in Large Pre-trained Models: The Weights that Matter NeurIPS 2023 The Framework Tax: Disparities Between Inference Efficiency in NLP Research and Deployment EMNLP 2023 The Gender-GAP Pipeline: A Gender-Aware Polyglot Pipeline for Gender Characterisation in 55 Languages EMNLP 2023 The Grand Illusion: The Myth of Software Portability and Implications for ML Progress. NeurIPS 2023 The Measure and Mismeasure of Fairness JMLR 2023 The Modality Focusing Hypothesis: Towards Understanding Crossmodal Knowledge Distillation ICLR 2023 The NiuTrans End-to-End Speech Translation System for IWSLT23 English-to-Chinese Offline Task ACL 2023 The NLP Task Effectiveness of Long-Range Transformers EACL 2023 Theoretically Guaranteed Bidirectional Data Rectification for Robust Sequential Recommendation NeurIPS 2023