Representation Learning

Hyper-Skin: A Hyperspectral Dataset for Reconstructing Facial Skin-Spectra from RGB Images NeurIPS 2023 IDRNet: Intervention-Driven Relation Network for Semantic Segmentation NeurIPS 2023 Image and Text: Fighting the same Battle? Super Resolution Learning for Imbalanced Text Classification EMNLP 2023 ImageNet-Hard: The Hardest Images Remaining from a Study of the Power of Zoom and Spatial Biases in Image Classification NeurIPS 2023 ImpDet: Exploring Implicit Fields for 3D Object Detection WACV 2023 Improving Bilingual TTS Using Language And Phonology Embedding With Embedding Strength Modulator Interspeech 2023 Improving Chinese Pop Song and Hokkien Gezi Opera Singing Voice Synthesis by Enhancing Local Modeling EMNLP 2023 Improving Contrastive Learning of Sentence Embeddings from AI Feedback ACL 2023 Improving Contrastive Learning of Sentence Embeddings with Focal InfoNCE EMNLP 2023 Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality ACL 2023 Improving Generalization in Language Model-based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-based Techniques ACL 2023 Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations AAAI 2023 Improving Language Model Integration for Neural Machine Translation ACL 2023 Improving neural network representations using human similarity judgments NeurIPS 2023 Improving Syntactic Probing Correctness and Robustness with Control Tasks ACL 2023 IncDSI: Incrementally Updatable Document Retrieval ICML 2023 Incorporating Attribution Importance for Improving Faithfulness Metrics ACL 2023 IndiSocialFT: Multilingual Word Representation for Indian languages in code-mixed environment EMNLP 2023 Inducing Neural Collapse in Deep Long-tailed Learning AISTATS 2023 InfoDiffusion: Representation Learning Using Information Maximizing Diffusion Models ICML 2023 InfoNCE Loss Provably Learns Cluster-Preserving Representations COLT 2023 Initialization Noise in Image Gradients and Saliency Maps CVPR 2023 INK: Injecting kNN Knowledge in Nearest Neighbor Machine Translation ACL 2023 InParformer: Evolutionary Decomposition Transformers with Interactive Parallel Attention for Long-Term Time Series Forecasting AAAI 2023 Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding AAAI 2023