Application Areas

Pushing the Limits of Fairness in Algorithmic Decision-Making IJCAI 2023 Putting Natural in Natural Language Processing ACL 2023 PyramidFlow: High-Resolution Defect Contrastive Localization Using Pyramid Normalizing Flow CVPR 2023 Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling ICML 2023 QAMPARI: A Benchmark for Open-domain Questions with Many Answers EMNLP 2023 QAS-Bench: Rethinking Quantum Architecture Search and A Benchmark ICML 2023 QCon at SemEval-2023 Task 10: Data Augmentation and Model Ensembling for Detection of Online Sexism SemEval 2023 QD-BEV : Quantization-aware View-guided Distillation for Multi-view 3D Object Detection ICCV 2023 Q-DETR: An Efficient Low-Bit Quantized Detection Transformer CVPR 2023 Q-Diffusion: Quantizing Diffusion Models ICCV 2023 Q-DM: An Efficient Low-bit Quantized Diffusion Model NeurIPS 2023 Q: How To Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images! CVPR 2023 QLoRA: Efficient Finetuning of Quantized LLMs NeurIPS 2023 Quality-agnostic Image Captioning to Safely Assist People with Vision Impairment IJCAI 2023 Quality-Aware Self-Training on Differentiable Synthesis of Rare Relational Data AAAI 2023 Quantifying Harm IJCAI 2023 Quantifying Memorization Across Neural Language Models ICLR 2023 Quantifying the Knowledge in GNNs for Reliable Distillation into MLPs ICML 2023 Quantile Risk Control: A Flexible Framework for Bounding the Probability of High-Loss Predictions ICLR 2023 Quantizable Transformers: Removing Outliers by Helping Attention Heads Do Nothing NeurIPS 2023 Quantization-aware and Tensor-compressed Training of Transformers for Natural Language Understanding Interspeech 2023 Quantized Distributed Training of Large Models with Convergence Guarantees ICML 2023 Quantized Feature Distillation for Network Quantization AAAI 2023 QuantSR: Accurate Low-bit Quantization for Efficient Image Super-Resolution NeurIPS 2023 Query-Aware Quantization for Maximum Inner Product Search AAAI 2023