Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer Dec 5, 2022 Open-Domain Question Answering Passage Retrieval
Code Code Available 1Fast Online Hashing with Multi-Label Projection Dec 3, 2022 Retrieval
Code Code Available 1UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph Dec 2, 2022 Language Modelling Multi-hop Question Answering
Code Code Available 1Nonparametric Masked Language Modeling Dec 2, 2022 Language Modeling Language Modelling
Code Code Available 1Learning Progressive Modality-shared Transformers for Effective Visible-Infrared Person Re-identification Dec 1, 2022 Person Re-Identification Retrieval
Code Code Available 1Normalized Contrastive Learning for Text-Video Retrieval Nov 30, 2022 Contrastive Learning Cross-Modal Retrieval
Code Code Available 1Improving Cross-Modal Retrieval with Set of Diverse Embeddings Nov 30, 2022 Cross-Modal Retrieval Retrieval
Code Code Available 1Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles Nov 29, 2022 Data Augmentation Diagnostic
Code Code Available 1Intra-class Adaptive Augmentation with Neighbor Correction for Deep Metric Learning Nov 29, 2022 Image Augmentation Image Retrieval
Code Code Available 1RankDNN: Learning to Rank for Few-shot Learning Nov 28, 2022 Few-Shot Learning image-classification
Code Code Available 1SuS-X: Training-Free Name-Only Transfer of Vision-Language Models Nov 28, 2022 Retrieval zero-shot-classification
Code Code Available 1Toward Universal Text-to-Music Retrieval Nov 26, 2022 Music Classification Retrieval
Code Code Available 1ComCLIP: Training-Free Compositional Image and Text Matching Nov 25, 2022 Image-text matching Image-text Retrieval
Code Code Available 1Seeing What You Miss: Vision-Language Pre-training with Semantic Completion Learning Nov 24, 2022 cross-modal alignment Image-text Retrieval
Code Code Available 1VoP: Text-Video Co-operative Prompt Tuning for Cross-Modal Retrieval Nov 23, 2022 Cross-Modal Retrieval Retrieval
Code Code Available 1TransVCL: Attention-enhanced Video Copy Localization Network with Flexible Supervision Nov 23, 2022 Retrieval Video Retrieval
Code Code Available 1Perceiver-VL: Efficient Vision-and-Language Modeling with Iterative Latent Attention Nov 21, 2022 Cross-Modal Retrieval Language Modeling
Code Code Available 1Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations Nov 21, 2022 Contrastive Learning Representation Learning
Code Code Available 1Contrastive Masked Autoencoders for Self-Supervised Video Hashing Nov 21, 2022 Decoder Retrieval
Code Code Available 1Font Representation Learning via Paired-glyph Matching Nov 20, 2022 Font Style Transfer Representation Learning
Code Code Available 1Hengam: An Adversarially Trained Transformer for Persian Temporal Tagging Nov 20, 2022 Information Retrieval Named Entity Recognition (NER)
Code Code Available 1Cross-Modal Adapter for Text-Video Retrieval Nov 17, 2022 parameter-efficient fine-tuning Retrieval
Code Code Available 1Task-aware Retrieval with Instructions Nov 16, 2022 Retrieval
Code Code Available 1PromptCap: Prompt-Guided Task-Aware Image Captioning Nov 15, 2022 Image Captioning Language Modelling
Code Code Available 1Navigating Connected Memories with a Task-oriented Dialog System Nov 15, 2022 Retrieval
Code Code Available 1Large Language Models Struggle to Learn Long-Tail Knowledge Nov 15, 2022 Entity Linking Question Answering
Code Code Available 1Show Me the Instruments: Musical Instrument Retrieval from Mixture Audio Nov 15, 2022 Retrieval
Code Code Available 1Is my automatic audio captioning system so bad? spider-max: a metric to consider several caption candidates Nov 14, 2022 AudioCaps Audio captioning
Code Code Available 1Retrieval-Augmented Generative Question Answering for Event Argument Extraction Nov 14, 2022 Event Argument Extraction Few-Shot Learning
Code Code Available 1Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization Nov 14, 2022 Composed Image Retrieval (CoIR) Image Retrieval
Code Code Available 1Large Language Models Meet Harry Potter: A Bilingual Dataset for Aligning Dialogue Agents with Characters Nov 13, 2022 Dialogue Generation In-Context Learning
Code Code Available 1English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings Nov 11, 2022 Contrastive Learning Retrieval
Code Code Available 13D-CSL: self-supervised 3D context similarity learning for Near-Duplicate Video Retrieval Nov 10, 2022 Retrieval Self-Supervised Learning
Code Code Available 1Visual Named Entity Linking: A New Dataset and A Baseline Nov 9, 2022 Entity Linking Image Retrieval
Code Code Available 1Retrieval augmentation of large language models for lay language generation Nov 7, 2022 Explanation Generation Retrieval
Code Code Available 1KSS-ICP: Point Cloud Registration based on Kendall Shape Space Nov 5, 2022 Point Cloud Registration Retrieval
Code Code Available 1Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality Nov 1, 2022 Data Augmentation Image Retrieval
Code Code Available 1Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives Oct 31, 2022 Retrieval
Code Code Available 1An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks Oct 30, 2022 Computational Efficiency Question Answering
Code Code Available 1CAD 3D Model classification by Graph Neural Networks: A new approach based on STEP format Oct 30, 2022 Retrieval
Code Code Available 1COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning Oct 27, 2022 Language Modeling Language Modelling
Code Code Available 1Masked Vision-Language Transformer in Fashion Oct 27, 2022 Image Reconstruction Retrieval
Code Code Available 1Broken Neural Scaling Laws Oct 26, 2022 Adversarial Robustness Continual Learning
Code Code Available 1IMU2CLIP: Multimodal Contrastive Learning for IMU Motion Sensors from Egocentric Videos and Text Oct 26, 2022 Activity Recognition Contrastive Learning
Code Code Available 1RoMQA: A Benchmark for Robust, Multi-evidence, Multi-answer Question Answering Oct 25, 2022 Question Answering Retrieval
Code Code Available 1SciFact-Open: Towards open-domain scientific claim verification Oct 25, 2022 Claim Verification Information Retrieval
Code Code Available 1Subspace Representations for Soft Set Operations and Sentence Similarities Oct 24, 2022 Retrieval Semantic Textual Similarity
Code Code Available 1Reliability-Aware Prediction via Uncertainty Learning for Person Image Retrieval Oct 24, 2022 Image Retrieval Retrieval
Code Code Available 1Gallery Filter Network for Person Search Oct 24, 2022 Person Search Retrieval
Code Code Available 1Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization Oct 23, 2022 Reranking Retrieval
Code Code Available 1