Egocentric Video-Language Pretraining Jun 3, 2022 Action Recognition Contrastive Learning
Code Code Available 2Cross-lingual and Multilingual CLIP Jun 1, 2022 Contrastive Learning Image-text Retrieval
Code Code Available 2Investigating the Role of Image Retrieval for Visual Localization -- An exhaustive benchmark May 31, 2022 Autonomous Driving Camera Pose Estimation
Code Code Available 2Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning May 29, 2022 Few-Shot Text Classification Memorization
Code Code Available 2Matryoshka Representation Learning May 26, 2022 4k Image Classification
Code Code Available 2Fine-grained Image Captioning with CLIP Reward May 26, 2022 Caption Generation Descriptive
Code Code Available 2QAMPARI: An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs May 25, 2022 Answer Generation Natural Questions
Code Code Available 2RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder May 24, 2022 Decoder Information Retrieval
Code Code Available 2Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion May 4, 2022 Information Retrieval Knowledge Graph Completion
Code Code Available 2CLIP-Art: Contrastive Pre-training for Fine-Grained Art Classification Apr 29, 2022 Attribute Classification
Code Code Available 2Autoregressive Search Engines: Generating Substrings as Document Identifiers Apr 22, 2022 Information Retrieval Retrieval
Code Code Available 2Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image Retrieval Apr 21, 2022 Cross-Modal Retrieval Image Retrieval
Code Code Available 2Contrastive language and vision learning of general fashion concepts Apr 8, 2022 Contrastive Learning Retrieval
Code Code Available 2UMT: Unified Multi-modal Transformers for Joint Video Moment Retrieval and Highlight Detection Mar 23, 2022 Decoder Highlight Detection
Code Code Available 2All in One: Exploring Unified Video-Language Pre-training Mar 14, 2022 All Language Modelling
Code Code Available 2Tevatron: An Efficient and Flexible Toolkit for Dense Retrieval Mar 11, 2022 GPU Retrieval
Code Code Available 2Multi-CPR: A Multi Domain Chinese Dataset for Passage Retrieval Mar 7, 2022 Information Retrieval Passage Retrieval
Code Code Available 2Vision-Language Pre-Training with Triple Contrastive Learning Feb 21, 2022 Contrastive Learning cross-modal alignment
Code Code Available 2InPars: Data Augmentation for Information Retrieval using Large Language Models Feb 10, 2022 Data Augmentation Diversity
Code Code Available 2Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval Jan 28, 2022 Language Modeling Language Modelling
Code Code Available 2ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction Dec 2, 2021 Information Retrieval Open-Domain Question Answering
Code Code Available 2Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations Jun 10, 2021 Instance Segmentation object-detection
Code Code Available 2Omnizart: A General Toolbox for Automatic Music Transcription Jun 1, 2021 Chord Recognition Downbeat Tracking
Code Code Available 2FreshDiskANN: A Fast and Accurate Graph-Based ANN Index for Streaming Similarity Search May 20, 2021 Information Retrieval Retrieval
Code Code Available 2BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Apr 17, 2021 Argument Retrieval Benchmarking
Code Code Available 2A Replication Study of Dense Passage Retriever Apr 12, 2021 Open-Domain Question Answering Question Answering
Code Code Available 2WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning Mar 2, 2021 BIG-bench Machine Learning Image Retrieval
Code Code Available 2Pyserini: An Easy-to-Use Python Toolkit to Support Replicable IR Research with Sparse and Dense Representations Feb 19, 2021 Cultural Vocal Bursts Intensity Prediction Information Retrieval
Code Code Available 2Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Feb 11, 2021 Cross-Modal Retrieval Fine-Grained Image Classification
Code Code Available 2Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval Jan 2, 2021 Claim Verification Question Answering
Code Code Available 2Learning Dense Representations of Phrases at Scale Dec 23, 2020 Open-Domain Question Answering Question Answering
Code Code Available 2Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose Annotations Dec 18, 2020 3D Object Detection 3D Object Tracking
Code Code Available 2Pretrained Transformers for Text Ranking: BERT and Beyond Oct 13, 2020 Information Retrieval Reranking
Code Code Available 2GiantMIDI-Piano: A large-scale MIDI dataset for classical piano music Oct 11, 2020 Information Retrieval Music Information Retrieval
Code Code Available 2Hopfield Networks is All You Need Jul 16, 2020 All Drug Design
Code Code Available 2Relevance-guided Supervision for OpenQA with ColBERT Jul 1, 2020 Natural Questions Open-Domain Question Answering
Code Code Available 2MMFashion: An Open-Source Toolbox for Visual Fashion Analysis May 18, 2020 Attribute Retrieval
Code Code Available 2PyRetri: A PyTorch-based Library for Unsupervised Image Retrieval by Deep Convolutional Neural Networks May 2, 2020 Content-Based Image Retrieval Deep Learning
Code Code Available 2ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT Apr 27, 2020 Document Ranking Information Retrieval
Code Code Available 2Scalable Zero-shot Entity Linking with Dense Entity Retrieval Nov 10, 2019 Entity Embeddings Entity Linking
Code Code Available 2OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction Sep 28, 2019 Information Retrieval Question Answering
Code Code Available 2Document Expansion by Query Prediction Apr 17, 2019 Passage Re-Ranking Prediction
Code Code Available 2TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents Jan 23, 2019 Dialogue Generation Information Retrieval
Code Code Available 2Knowledge Representation Learning: A Quantitative Review Dec 28, 2018 General Classification Information Retrieval
Code Code Available 2Discrete Event, Continuous Time RNNs Oct 11, 2017 Inductive Bias Retrieval
Code Code Available 2Neural Responding Machine for Short-Text Conversation Mar 9, 2015 Decoder Retrieval
Code Code Available 2RadiomicsRetrieval: A Customizable Framework for Medical Image Retrieval Using Radiomics Features Jul 11, 2025 Contrastive Learning Image Retrieval
Code Code Available 1Differential Mamba Jul 8, 2025 Language Modeling Language Modelling
Code Code Available 1ReME: A Data-Centric Framework for Training-Free Open-Vocabulary Segmentation Jun 26, 2025 Open Vocabulary Semantic Segmentation Open-Vocabulary Semantic Segmentation
Code Code Available 1Refining music sample identification with a self-supervised graph neural network Jun 17, 2025 Contrastive Learning Graph Neural Network
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