TONet: Tone-Octave Network for Singing Melody Extraction from Polyphonic Music Feb 2, 2022 Decoder Information Retrieval
Code Code Available 1Learning Super-Features for Image Retrieval Jan 31, 2022 Image Retrieval Retrieval
Code Code Available 1Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives Jan 27, 2022 Contrastive Learning Out-of-Distribution Detection
Code Code Available 1Learning Deep Semantic Model for Code Search using CodeSearchNet Corpus Jan 27, 2022 Code Search Information Retrieval
Code Code Available 1IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages Jan 27, 2022 Cross-Modal Retrieval Few-Shot Learning
Code Code Available 1Hot-Refresh Model Upgrades with Regression-Alleviating Compatible Training in Image Retrieval Jan 24, 2022 Image Retrieval regression
Code Code Available 1Patapasco: A Python Framework for Cross-Language Information Retrieval Experiments Jan 24, 2022 Information Retrieval Retrieval
Code Code Available 1Reading-strategy Inspired Visual Representation Learning for Text-to-Video Retrieval Jan 23, 2022 Representation Learning Retrieval
Code Code Available 1repro_eval: A Python Interface to Reproducibility Measures of System-oriented IR Experiments Jan 19, 2022 Information Retrieval Retrieval
Code Code Available 1Grep-BiasIR: A Dataset for Investigating Gender Representation-Bias in Information Retrieval Results Jan 19, 2022 Information Retrieval Retrieval
Code Code Available 1Asymmetric Hash Code Learning for Remote Sensing Image Retrieval Jan 15, 2022 Deep Hashing Image Retrieval
Code Code Available 1An efficient aggregation method for the symbolic representation of temporal data Jan 14, 2022 Dimensionality Reduction Information Retrieval
Code Code Available 1Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval Jan 14, 2022 Quantization Retrieval
Code Code Available 1CLIP-Event: Connecting Text and Images with Event Structures Jan 13, 2022 Contrastive Learning Event Extraction
Code Code Available 1Bridging Video-text Retrieval with Multiple Choice Questions Jan 13, 2022 Action Recognition Linear evaluation
Code Code Available 1How Can Graph Neural Networks Help Document Retrieval: A Case Study on CORD19 with Concept Map Generation Jan 12, 2022 Representation Learning Retrieval
Code Code Available 1Multi-Query Video Retrieval Jan 10, 2022 Retrieval Video Retrieval
Code Code Available 1A Comprehensive Empirical Study of Vision-Language Pre-trained Model for Supervised Cross-Modal Retrieval Jan 8, 2022 Cross-Modal Retrieval Information Retrieval
Code Code Available 1PARM: A Paragraph Aggregation Retrieval Model for Dense Document-to-Document Retrieval Jan 5, 2022 Passage Retrieval Retrieval
Code Code Available 1Learning To Detect Scene Landmarks for Camera Localization Jan 1, 2022 Camera Localization Image Retrieval
Code Code Available 1Self-Supervised Deep Image Restoration via Adaptive Stochastic Gradient Langevin Dynamics Jan 1, 2022 compressed sensing Deep Learning
Code Code Available 1Chitransformer: Towards Reliable Stereo From Cues Jan 1, 2022 Depth Estimation Monocular Depth Estimation
Code Code Available 1Everything at Once - Multi-Modal Fusion Transformer for Video Retrieval Jan 1, 2022 Action Localization Retrieval
Code Code Available 1DeepPatent: Large scale patent drawing recognition and retrieval Jan 1, 2022 Image Retrieval Retrieval
Code Code Available 1Effective Conditioned and Composed Image Retrieval Combining CLIP-Based Features Jan 1, 2022 Composed Image Retrieval (CoIR) Contrastive Learning
Code Code Available 1Video Joint Modelling Based on Hierarchical Transformer for Co-summarization Dec 27, 2021 Retrieval Supervised Video Summarization
Code Code Available 1GREED: A Neural Framework for Learning Graph Distance Functions Dec 24, 2021 CPU GPU
Code Code Available 1Cross Modal Retrieval with Querybank Normalisation Dec 23, 2021 Cross-Modal Retrieval Metric Learning
Code Code Available 1The Web Is Your Oyster -- Knowledge-Intensive NLP against a Very Large Web Corpus Dec 18, 2021 Common Sense Reasoning Retrieval
Code Code Available 1Audio Retrieval with Natural Language Queries: A Benchmark Study Dec 17, 2021 AudioCaps Audio captioning
Code Code Available 1Align and Prompt: Video-and-Language Pre-training with Entity Prompts Dec 17, 2021 cross-modal alignment Entity Alignment
Code Code Available 1MAVE: A Product Dataset for Multi-source Attribute Value Extraction Dec 16, 2021 Attribute Attribute Extraction
Code Code Available 1Unsupervised Dense Information Retrieval with Contrastive Learning Dec 16, 2021 Contrastive Learning Cross-Lingual Transfer
Code Code Available 1CLICKER: A Computational LInguistics Classification Scheme for Educational Resources Dec 16, 2021 Articles Classification
Code Code Available 1CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language Pairs Dec 16, 2021 Abstractive Text Summarization Articles
Code Code Available 1Deep Hash Distillation for Image Retrieval Dec 16, 2021 Data Augmentation Deep Hashing
Code Code Available 1Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks Dec 16, 2021 Attribute Fact Verification
Code Code Available 1KAT: A Knowledge Augmented Transformer for Vision-and-Language Dec 16, 2021 Answer Generation Decoder
Code Code Available 1Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer Dec 16, 2021 Audio Classification Audio Tagging
Code Code Available 1Value Retrieval with Arbitrary Queries for Form-like Documents Dec 15, 2021 document understanding Form
Code Code Available 1Learning Cross-Lingual IR from an English Retriever Dec 15, 2021 Cross-Lingual Information Retrieval Information Retrieval
Code Code Available 1Large Dual Encoders Are Generalizable Retrievers Dec 15, 2021 Domain Generalization Passage Retrieval
Code Code Available 1Learning to Retrieve Passages without Supervision Dec 14, 2021 Contrastive Learning Open-Domain Question Answering
Code Code Available 1GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval Dec 14, 2021 Domain Adaptation Retrieval
Code Code Available 1CLIP-Lite: Information Efficient Visual Representation Learning with Language Supervision Dec 14, 2021 Contrastive Learning Representation Learning
Code Code Available 1Learning Token-based Representation for Image Retrieval Dec 12, 2021 Image Retrieval Retrieval
Code Code Available 1Self-Supervised Modality-Aware Multiple Granularity Pre-Training for RGB-Infrared Person Re-Identification Dec 12, 2021 Contrastive Learning Cross-Modality Person Re-identification
Code Code Available 1Densifying Sparse Representations for Passage Retrieval by Representational Slicing Dec 9, 2021 Passage Retrieval Retrieval
Code Code Available 1Prompting Visual-Language Models for Efficient Video Understanding Dec 8, 2021 Action Recognition Language Modelling
Code Code Available 1Learning music audio representations via weak language supervision Dec 8, 2021 Audio Classification Information Retrieval
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