A Data-Centric Framework for Composable NLP Workflows Mar 2, 2021 Retrieval Text Retrieval
Code Code Available Ask&Confirm: Active Detail Enriching for Cross-Modal Retrieval with Partial Query Mar 2, 2021 Cross-Modal Retrieval Image Retrieval
Code Code Available A matrix-free Levenberg-Marquardt algorithm for efficient ptychographic phase retrieval Feb 27, 2021 Retrieval
Code Code Available A Straightforward Framework For Video Retrieval Using CLIP Feb 24, 2021 Retrieval Video Retrieval
Code Code Available Linear Transformers Are Secretly Fast Weight Programmers Feb 22, 2021 Language Modelling Machine Translation
Code Code Available Hierarchical Attention Fusion for Geo-Localization Feb 18, 2021 geo-localization Image Retrieval
Code Code Available Less is More: Pre-train a Strong Text Encoder for Dense Retrieval Using a Weak Decoder Feb 18, 2021 Decoder Language Modeling
Code Code Available Open-Retrieval Conversational Machine Reading Feb 17, 2021 Discourse Segmentation Reading Comprehension
Code Code Available NeuralNDCG: Direct Optimisation of a Ranking Metric via Differentiable Relaxation of Sorting Feb 15, 2021 Information Retrieval Learning-To-Rank
Code Code Available Learning Intra-Batch Connections for Deep Metric Learning Feb 15, 2021 Clustering Image Retrieval
Code Code Available Overview of the TREC 2020 deep learning track Feb 15, 2021 Deep Learning Passage Retrieval
Code Code Available PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them Feb 13, 2021 Open-Domain Question Answering Question Answering
Code Code Available Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency Benefits Feb 12, 2021 CPU Document Ranking
Code Code Available Less is More: ClipBERT for Video-and-Language Learning via Sparse Sampling Feb 11, 2021 Question Answering Retrieval
Code Code Available Exploring the Impact of Noise on Hybrid Inversion of PROSAIL RTM on Sentinel-2 Data Feb 11, 2021 Gaussian Processes GPR
Code Code Available Training Vision Transformers for Image Retrieval Feb 10, 2021 image-classification Image Classification
Code Code Available VINS: Visual Search for Mobile User Interface Design Feb 10, 2021 Image Retrieval object-detection
Code Code Available Rethinking the Optimization of Average Precision: Only Penalizing Negative Instances before Positive Ones is Enough Feb 9, 2021 Image Retrieval Retrieval
Code Code Available Multi-level Distance Regularization for Deep Metric Learning Feb 8, 2021 Metric Learning Retrieval
Code Code Available When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data Feb 3, 2021 Retrieval
Code Code Available OpenMatch: An Open Source Library for Neu-IR Research Jan 30, 2021 Document Ranking Information Retrieval
Code Code Available A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search Jan 29, 2021 Information Retrieval Recommendation Systems
Code Code Available Deep Triplet Hashing Network for Case-based Medical Image Retrieval Jan 29, 2021 Classification Deep Hashing
Code Code Available Eliminate Deviation with Deviation for Data Augmentation and a General Multi-modal Data Learning Method Jan 21, 2021 Adversarial Defense Data Augmentation
Code Code Available Rethink Training of BERT Rerankers in Multi-Stage Retrieval Pipeline Jan 21, 2021 Retrieval Text Retrieval
Code Code Available Dive into Decision Trees and Forests: A Theoretical Demonstration Jan 20, 2021 Information Retrieval Recommendation Systems
Code Code Available TCLR: Temporal Contrastive Learning for Video Representation Jan 20, 2021 Action Classification Action Recognition
Code Code Available Joint Learning of 3D Shape Retrieval and Deformation Jan 19, 2021 3D Shape Retrieval Retrieval
Code Code Available Mitigating the Position Bias of Transformer Models in Passage Re-Ranking Jan 18, 2021 Passage Re-Ranking Position
Code Code Available Match-Ignition: Plugging PageRank into Transformer for Long-form Text Matching Jan 16, 2021 Community Question Answering Form
Code Code Available Controlling the Risk of Conversational Search via Reinforcement Learning Jan 15, 2021 Conversational Search reinforcement-learning
Code Code Available The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models Jan 14, 2021 Document Ranking Reranking
Code Code Available Probabilistic Embeddings for Cross-Modal Retrieval Jan 13, 2021 Cross-Modal Retrieval Retrieval
Code Code Available Towards fast machine-learning-assisted Bayesian posterior inference of microseismic event location and source mechanism Jan 12, 2021 Bayesian Inference BIG-bench Machine Learning
Code Code Available On the Calibration and Uncertainty of Neural Learning to Rank Models Jan 12, 2021 Document Ranking Learning-To-Rank
Code Code Available CityFlow-NL: Tracking and Retrieval of Vehicles at City Scale by Natural Language Descriptions Jan 12, 2021 Multi-Object Tracking Object Tracking
Code Code Available Efficient 3D Point Cloud Feature Learning for Large-Scale Place Recognition Jan 7, 2021 Point Cloud Retrieval Retrieval
Code Code Available Transformer-based approach towards music emotion recognition from lyrics Jan 6, 2021 Emotion Recognition Information Retrieval
Code Code Available Progressive Correspondence Pruning by Consensus Learning Jan 3, 2021 Camera Pose Estimation Denoising
Code Code Available End-to-End Training of Neural Retrievers for Open-Domain Question Answering Jan 2, 2021 Natural Questions Open-Domain Question Answering
Code Code Available VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-words Jan 1, 2021 CPU Cross-Modal Information Retrieval
Code Code Available GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-Efficient Medical Image Recognition Jan 1, 2021 Image-text Retrieval Medical Image Analysis
Code Code Available Pose Correction for Highly Accurate Visual Localization in Large-Scale Indoor Spaces Jan 1, 2021 Image Retrieval Mixed Reality
Code Code Available Rider: Reader-Guided Passage Reranking for Open-Domain Question Answering Jan 1, 2021 Natural Questions Open-Domain Question Answering
Code Code Available Pyramid Point Cloud Transformer for Large-Scale Place Recognition Jan 1, 2021 3D Place Recognition Point Cloud Retrieval
Code Code Available Learning Attribute-Driven Disentangled Representations for Interactive Fashion Retrieval Jan 1, 2021 Attribute Disentanglement
Code Code Available Single Image 3D Shape Retrieval via Cross-Modal Instance and Category Contrastive Learning Jan 1, 2021 3D Shape Retrieval Contrastive Learning
Code Code Available A Memory Efficient Baseline for Open Domain Question Answering Dec 30, 2020 Dimensionality Reduction Open-Domain Question Answering
Code Code Available PatentMatch: A Dataset for Matching Patent Claims & Prior Art Dec 27, 2020 Information Retrieval Retrieval
Code Code Available Comprehensive Graph-conditional Similarity Preserving Network for Unsupervised Cross-modal Hashing Dec 25, 2020 Quantization Retrieval
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