HGAN: Hierarchical Graph Alignment Network for Image-Text Retrieval Dec 16, 2022 Image-text Retrieval Retrieval
— Unverified 0Retrieval-based Disentangled Representation Learning with Natural Language Supervision Dec 15, 2022 Cross-Modal Retrieval Disentanglement
— Unverified 0NLIP: Noise-robust Language-Image Pre-training Dec 14, 2022 Image Captioning Image-text Retrieval
— Unverified 0Pre-trained Language Models Can be Fully Zero-Shot Learners Dec 14, 2022 Retrieval text-classification
Code Code Available 0Attentive Deep Neural Networks for Legal Document Retrieval Dec 13, 2022 Articles Question Answering
— Unverified 0Scale-Semantic Joint Decoupling Network for Image-text Retrieval in Remote Sensing Dec 12, 2022 Cross-Modal Retrieval Image-text Retrieval
— Unverified 0Named Entity and Relation Extraction with Multi-Modal Retrieval Dec 3, 2022 Mixture-of-Experts Multi-modal Named Entity Recognition
— Unverified 0Masked Contrastive Pre-Training for Efficient Video-Text Retrieval Dec 2, 2022 Image-text Retrieval Retrieval
— Unverified 0MSLKANet: A Multi-Scale Large Kernel Attention Network for Scene Text Removal Nov 12, 2022 Retrieval Text Retrieval
— Unverified 0On Negative Sampling for Contrastive Audio-Text Retrieval Nov 8, 2022 Audio to Text Retrieval Contrastive Learning
— Unverified 0Arabic Text Mining Nov 4, 2022 Retrieval text-classification
— Unverified 0M-SpeechCLIP: Leveraging Large-Scale, Pre-Trained Models for Multilingual Speech to Image Retrieval Nov 2, 2022 Image Retrieval Retrieval
— Unverified 0Exploring Train and Test-Time Augmentations for Audio-Language Learning Oct 31, 2022 Audio captioning Audio to Text Retrieval
— Unverified 0Generative Negative Text Replay for Continual Vision-Language Pretraining Oct 31, 2022 Continual Learning image-classification
— Unverified 0RSVG: Exploring Data and Models for Visual Grounding on Remote Sensing Data Oct 23, 2022 Image Captioning Image-text Retrieval
— Unverified 0Dissecting Deep Metric Learning Losses for Image-Text Retrieval Oct 21, 2022 Cross-Modal Retrieval Image-text matching
Code Code Available 0SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval Oct 21, 2022 Retrieval Text Retrieval
— Unverified 0An Analysis of Fusion Functions for Hybrid Retrieval Oct 21, 2022 Retrieval Text Retrieval
— Unverified 0Image-Text Retrieval with Binary and Continuous Label Supervision Oct 20, 2022 Image Captioning Image-text Retrieval
— Unverified 0MAMO: Masked Multimodal Modeling for Fine-Grained Vision-Language Representation Learning Oct 9, 2022 Image-text Retrieval multimodal interaction
— Unverified 0Learning to embed semantic similarity for joint image-text retrieval Oct 7, 2022 Image-text Retrieval Metric Learning
— Unverified 0Efficient Multilingual Multi-modal Pre-training through Triple Contrastive Loss Oct 1, 2022 image-classification Image Classification
— Unverified 0Label Smoothing for Text Mining Oct 1, 2022 Retrieval text-classification
— Unverified 0Re-Imagen: Retrieval-Augmented Text-to-Image Generator Sep 29, 2022 Image Generation Image-text Retrieval
— Unverified 0Unified Loss of Pair Similarity Optimization for Vision-Language Retrieval Sep 28, 2022 Contrastive Learning Retrieval
— Unverified 0TokenFlow: Rethinking Fine-grained Cross-modal Alignment in Vision-Language Retrieval Sep 28, 2022 cross-modal alignment Retrieval
— Unverified 0Text-Adaptive Multiple Visual Prototype Matching for Video-Text Retrieval Sep 27, 2022 Cross-Modal Retrieval Retrieval
— Unverified 0OmniVL:One Foundation Model for Image-Language and Video-Language Tasks Sep 15, 2022 Action Classification Action Recognition
— Unverified 0Unified Generative & Dense Retrieval for Query Rewriting in Sponsored Search Sep 13, 2022 Retrieval Text Generation
— Unverified 0VL-Taboo: An Analysis of Attribute-based Zero-shot Capabilities of Vision-Language Models Sep 12, 2022 Attribute Image-text Retrieval
Code Code Available 0Design of the topology for contrastive visual-textual alignment Sep 5, 2022 Contrastive Learning Image-to-Text Retrieval
Code Code Available 0Revising Image-Text Retrieval via Multi-Modal Entailment Aug 22, 2022 Image-text Retrieval Natural Language Inference
— Unverified 0CODER: Coupled Diversity-Sensitive Momentum Contrastive Learning for Image-Text Retrieval Aug 21, 2022 Clustering Contrastive Learning
— Unverified 0VLMAE: Vision-Language Masked Autoencoder Aug 19, 2022 Image-text Retrieval Language Modeling
— Unverified 0On the Value of Behavioral Representations for Dense Retrieval Aug 11, 2022 Retrieval Text Retrieval
— Unverified 0Boosting Video-Text Retrieval with Explicit High-Level Semantics Aug 8, 2022 Retrieval Text Retrieval
— Unverified 0Paired Cross-Modal Data Augmentation for Fine-Grained Image-to-Text Retrieval Jul 29, 2022 Cross-Modal Retrieval Data Augmentation
— Unverified 0LaT: Latent Translation with Cycle-Consistency for Video-Text Retrieval Jul 11, 2022 Representation Learning Retrieval
— Unverified 0Intra-Modal Constraint Loss For Image-Text Retrieval Jul 11, 2022 Cross-Modal Retrieval Image-text Retrieval
Code Code Available 0Dynamic Contrastive Distillation for Image-Text Retrieval Jul 4, 2022 Contrastive Learning GPU
— Unverified 0GazBy: Gaze-Based BERT Model to Incorporate Human Attention in Neural Information Retrieval Jul 4, 2022 Information Retrieval Retrieval
— Unverified 0Towards Robust Ranker for Text Retrieval Jun 16, 2022 Passage Retrieval Reranking
— Unverified 0VL-BEiT: Generative Vision-Language Pretraining Jun 2, 2022 image-classification Image Classification
— Unverified 0Generalizing Multimodal Pre-training into Multilingual via Language Acquisition May 29, 2022 Language Acquisition Retrieval
— Unverified 0Prompt-based Learning for Unpaired Image Captioning May 26, 2022 Image Captioning Image-text Retrieval
— Unverified 0HiVLP: Hierarchical Vision-Language Pre-Training for Fast Image-Text Retrieval May 24, 2022 Cross-Modal Retrieval Image-text Retrieval
— Unverified 0Scene-Text Aware Image and Text Retrieval with Dual-Encoder May 1, 2022 Retrieval Text Retrieval
— Unverified 0TRAttack”:" Text Rewriting Attack Against Text Retrieval May 1, 2022 Retrieval Text Retrieval
— Unverified 0Progressive Learning for Image Retrieval with Hybrid-Modality Queries Apr 24, 2022 Image Retrieval Image-text Retrieval
— Unverified 0COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval Apr 15, 2022 Contrastive Learning Cross-Modal Retrieval
— Unverified 0