Asymmetric Scalable Cross-modal Hashing Jul 26, 2022 Retrieval
— Unverified V^2L: Leveraging Vision and Vision-language Models into Large-scale Product Retrieval Jul 26, 2022 Metric Learning Retrieval
Code Code Available Active Learning of Ordinal Embeddings: A User Study on Football Data Jul 26, 2022 Active Learning Information Retrieval
— Unverified Training Effective Neural Sentence Encoders from Automatically Mined Paraphrases Jul 26, 2022 Language Modeling Language Modelling
Code Code Available Retrieval-Augmented Transformer for Image Captioning Jul 26, 2022 Image Captioning Retrieval
— Unverified NewsStories: Illustrating articles with visual summaries Jul 26, 2022 Articles Retrieval
Code Code Available Text-Guided Synthesis of Artistic Images with Retrieval-Augmented Diffusion Models Jul 26, 2022 Image Generation Prompt Engineering
Code Code Available RenderNet: Visual Relocalization Using Virtual Viewpoints in Large-Scale Indoor Environments Jul 26, 2022 Image Retrieval Retrieval
— Unverified Contrastive Learning for Interactive Recommendation in Fashion Jul 25, 2022 Contrastive Learning Interactive Recommendation
— Unverified 3D Shape Sequence of Human Comparison and Classification using Current and Varifolds Jul 25, 2022 Retrieval
Code Code Available Model-based Unbiased Learning to Rank Jul 24, 2022 Information Retrieval Learning-To-Rank
Code Code Available PatchRD: Detail-Preserving Shape Completion by Learning Patch Retrieval and Deformation Jul 24, 2022 Retrieval
Code Code Available UFO: Unified Feature Optimization Jul 21, 2022 Face Recognition Multi-Task Learning
Code Code Available MQRetNN: Multi-Horizon Time Series Forecasting with Retrieval Augmentation Jul 21, 2022 Demand Forecasting Probabilistic Time Series Forecasting
— Unverified LocVTP: Video-Text Pre-training for Temporal Localization Jul 21, 2022 Retrieval Temporal Localization
Code Code Available Introducing Auxiliary Text Query-modifier to Content-based Audio Retrieval Jul 20, 2022 Retrieval
Code Code Available GOCA: Guided Online Cluster Assignment for Self-Supervised Video Representation Learning Jul 20, 2022 Action Recognition Clustering
Code Code Available Feature Representation Learning for Unsupervised Cross-domain Image Retrieval Jul 20, 2022 Contrastive Learning Image Retrieval
Code Code Available Revisiting Hotels-50K and Hotel-ID Jul 20, 2022 Image Retrieval Retrieval
Code Code Available ERA: Expert Retrieval and Assembly for Early Action Prediction Jul 20, 2022 Early Action Prediction Prediction
— Unverified Tip-Adapter: Training-free Adaption of CLIP for Few-shot Classification Jul 19, 2022 Retrieval Transfer Learning
Code Code Available SeasoNet: A Seasonal Scene Classification, segmentation and Retrieval dataset for satellite Imagery over Germany Jul 19, 2022 Image Retrieval Retrieval
— Unverified Context Unaware Knowledge Distillation for Image Retrieval Jul 19, 2022 Image Retrieval Knowledge Distillation
Code Code Available ir_metadata: An Extensible Metadata Schema for IR Experiments Jul 18, 2022 Information Retrieval Retrieval
Code Code Available Consistent Polyhedral Surrogates for Top-k Classification and Variants Jul 18, 2022 Classification image-classification
— Unverified Deep Sequence Models for Text Classification Tasks Jul 18, 2022 Classification Information Retrieval
— Unverified Automatic Context Pattern Generation for Entity Set Expansion Jul 17, 2022 Information Retrieval Retrieval
Code Code Available FashionViL: Fashion-Focused Vision-and-Language Representation Learning Jul 17, 2022 Contrastive Learning Image Retrieval
Code Code Available Can large language models reason about medical questions? Jul 17, 2022 MedQA Multiple-choice
Code Code Available TS2-Net: Token Shift and Selection Transformer for Text-Video Retrieval Jul 16, 2022 Retrieval Video Retrieval
Code Code Available Clover: Towards A Unified Video-Language Alignment and Fusion Model Jul 16, 2022 Language Modeling Language Modelling
Code Code Available Dual-branch Hybrid Learning Network for Unbiased Scene Graph Generation Jul 16, 2022 Graph Generation Image Captioning
Code Code Available X-CLIP: End-to-End Multi-grained Contrastive Learning for Video-Text Retrieval Jul 15, 2022 Contrastive Learning Retrieval
Code Code Available AutoMerge: A Framework for Map Assembling and Smoothing in City-scale Environments Jul 14, 2022 Loop Closure Detection Retrieval
— Unverified GrabQC: Graph based Query Contextualization for automated ICD coding Jul 14, 2022 Graph Neural Network Information Retrieval
— Unverified Parameter-Efficient Prompt Tuning Makes Generalized and Calibrated Neural Text Retrievers Jul 14, 2022 Retrieval Text Retrieval
Code Code Available Everyone's Preference Changes Differently: Weighted Multi-Interest Retrieval Model Jul 14, 2022 Recommendation Systems Retrieval
Code Code Available Bug Fix Time Optimization Using Matrix Factorization and Iterative Gale-Shaply Algorithms Jul 14, 2022 Bug fixing Information Retrieval
— Unverified MM-ALT: A Multimodal Automatic Lyric Transcription System Jul 13, 2022 Action Detection Activity Detection
Code Code Available Supervised Attribute Information Removal and Reconstruction for Image Manipulation Jul 13, 2022 Attribute Image Manipulation
Code Code Available Semi-supervised Ranking for Object Image Blur Assessment Jul 13, 2022 Object Object Recognition
Code Code Available Re2G: Retrieve, Rerank, Generate Jul 13, 2022 Fact Checking Fact Verification
Code Code Available Contextual Bandits with Smooth Regret: Efficient Learning in Continuous Action Spaces Jul 12, 2022 continuous-control Continuous Control
Code Code Available Long-Horizon Planning and Execution with Functional Object-Oriented Networks Jul 12, 2022 Motion Planning Object
— Unverified GANzzle: Reframing jigsaw puzzle solving as a retrieval task using a generative mental image Jul 12, 2022 Deep Learning Retrieval
Code Code Available FedHAP: Federated Hashing with Global Prototypes for Cross-silo Retrieval Jul 12, 2022 Deep Hashing Federated Learning
— Unverified Dynamic Gradient Reactivation for Backward Compatible Person Re-identification Jul 12, 2022 Person Re-Identification Retrieval
— Unverified OSLAT: Open Set Label Attention Transformer for Medical Entity Retrieval and Span Extraction Jul 12, 2022 Entity Linking Entity Retrieval
— Unverified 2nd Place Solution to Google Landmark Retrieval 2020 Jul 11, 2022 Retrieval
— Unverified ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities Jul 11, 2022 Articles Few-Shot Learning
Code Code Available 