{"total":54,"rows":[{"id":"2209.03430","title":"Foundations and Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions","created":"2022-09-07","cited_by_count":116,"area":null},{"id":"2101.12059","title":"VX2TEXT: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs","created":"2021-01-28","cited_by_count":42,"area":null},{"id":"2103.12989","title":"Relation-aware Instance Refinement for Weakly Supervised Visual Grounding","created":"2021-03-24","cited_by_count":35,"area":null},{"id":"2203.04203","title":"AssistQ: Affordance-centric Question-driven Task Completion for Egocentric Assistant","created":"2022-03-08","cited_by_count":32,"area":null},{"id":"2205.00423","title":"UTC: A Unified Transformer with Inter-Task Contrastive Learning for Visual Dialog","created":"2022-05-01","cited_by_count":19,"area":null},{"id":"2103.13361","title":"Structured Co-reference Graph Attention for Video-grounded Dialogue","created":"2021-03-24","cited_by_count":17,"area":null},{"id":"2109.12761","title":"OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts","created":"2021-09-27","cited_by_count":16,"area":null},{"id":"2205.06907","title":"Multimodal Conversational AI: A Survey of Datasets and Approaches","created":"2022-05-13","cited_by_count":16,"area":null},{"id":"2109.08475","title":"GoG: Relation-aware Graph-over-Graph Network for Visual Dialog","created":"2021-09-17","cited_by_count":13,"area":null},{"id":"2203.17273","title":"FindIt: Generalized Localization with Natural Language Queries","created":"2022-03-31","cited_by_count":13,"area":null},{"id":"2205.00949","title":"Answer-Me: Multi-Task Open-Vocabulary Visual Question Answering","created":"2022-05-02","cited_by_count":12,"area":"lr"},{"id":"2312.04837","title":"Localized Symbolic Knowledge Distillation for Visual Commonsense Models","created":"2023-12-08","cited_by_count":12,"area":"distill"},{"id":"2104.07921","title":"VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks","created":"2021-04-16","cited_by_count":11,"area":null},{"id":"2109.08478","title":"Multimodal Incremental Transformer with Visual Grounding for Visual Dialogue Generation","created":"2021-09-17","cited_by_count":11,"area":null},{"id":"2207.03656","title":"Video Dialog as Conversation about Objects Living in Space-Time","created":"2022-07-08","cited_by_count":11,"area":null},{"id":"2304.03696","title":"MOPA: Modular Object Navigation with PointGoal Agents","created":"2023-04-07","cited_by_count":11,"area":null},{"id":"2109.06013","title":"Learning to Ground Visual Objects for Visual Dialog","created":"2021-09-13","cited_by_count":10,"area":null},{"id":"2112.01073","title":"Controllable Video Captioning with an Exemplar Sentence","created":"2021-12-02","cited_by_count":9,"area":null},{"id":"2205.12502","title":"The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training","created":"2022-05-25","cited_by_count":7,"area":null},{"id":"2205.14693","title":"VD-PCR: Improving Visual Dialog with Pronoun Coreference Resolution","created":"2022-05-29","cited_by_count":7,"area":null},{"id":"2209.01621","title":"Interactive Question Answering Systems: Literature Review","created":"2022-09-04","cited_by_count":7,"area":null},{"id":"2211.14563","title":"Who are you referring to? Coreference resolution in image narrations","created":"2022-11-26","cited_by_count":7,"area":null},{"id":"2401.01823","title":"Detours for Navigating Instructional Videos","created":"2024-01-03","cited_by_count":7,"area":null},{"id":"2403.20329","title":"ReALM: Reference Resolution As Language Modeling","created":"2024-03-29","cited_by_count":7,"area":null},{"id":"2206.07898","title":"Multimodal Dialogue State Tracking","created":"2022-06-16","cited_by_count":6,"area":null},{"id":"2210.12775","title":"McQueen: a Benchmark for Multimodal Conversational Query Rewrite","created":"2022-10-23","cited_by_count":6,"area":null},{"id":"2506.18946","title":"DiffRIS: Enhancing Referring Remote Sensing Image Segmentation with Pre-trained Text-to-Image Diffusion Models","created":"2025-06-23","cited_by_count":6,"area":"diffusion"},{"id":"2104.07511","title":"Ensemble of MRR and NDCG models for Visual Dialog","created":"2021-04-15","cited_by_count":5,"area":null},{"id":"2204.07302","title":"Improving Cross-Modal Understanding in Visual Dialog via Contrastive Learning","created":"2022-04-15","cited_by_count":5,"area":null},{"id":"2211.13235","title":"Unified Multimodal Model with Unlikelihood Training for Visual Dialog","created":"2022-11-23","cited_by_count":5,"area":null},{"id":"2312.13503","title":"InfoVisDial: An Informative Visual Dialogue Dataset by Bridging Large Multimodal and Language Models","created":"2023-12-21","cited_by_count":5,"area":null},{"id":"2204.04680","title":"Reasoning with Multi-Structure Commonsense Knowledge in Visual Dialog","created":"2022-04-10","cited_by_count":4,"area":null},{"id":"2310.16590","title":"$\\mathbb{VD}$-$\\mathbb{GR}$: Boosting $\\mathbb{V}$isual $\\mathbb{D}$ialog with Cascaded Spatial-Temporal Multi-Modal $\\mathbb{GR}$aphs","created":"2023-10-25","cited_by_count":4,"area":null},{"id":"2203.02986","title":"Modeling Coreference Relations in Visual Dialog","created":"2022-03-06","cited_by_count":3,"area":null},{"id":"2208.10353","title":"Neuro-Symbolic Visual Dialog","created":"2022-08-22","cited_by_count":3,"area":null},{"id":"2510.01659","title":"MDSEval: A Meta-Evaluation Benchmark for Multimodal Dialogue Summarization","created":"2025-10-02","cited_by_count":3,"area":null},{"id":"2207.00782","title":"Enabling Harmonious Human-Machine Interaction with Visual-Context Augmented Dialogue System: A Review","created":"2022-07-02","cited_by_count":2,"area":null},{"id":"2210.12658","title":"Extending Phrase Grounding with Pronouns in Visual Dialogues","created":"2022-10-23","cited_by_count":2,"area":null},{"id":"2212.01447","title":"Compound Tokens: Channel Fusion for Vision-Language Representation Learning","created":"2022-12-02","cited_by_count":2,"area":null},{"id":"2109.04787","title":"Exophoric Pronoun Resolution in Dialogues with Topic Regularization","created":"2021-09-10","cited_by_count":1,"area":null},{"id":"2302.14680","title":"Which One Are You Referring To? Multimodal Object Identification in Situated Dialogue","created":"2023-02-28","cited_by_count":1,"area":null},{"id":"2405.08454","title":"Alignment Helps Make the Most of Multimodal Data","created":"2024-05-14","cited_by_count":1,"area":null},{"id":"2604.18575","title":"ReCap: Lightweight Referential Grounding for Coherent Story Visualization","created":"2026-04-20","cited_by_count":1,"area":null},{"id":"2108.02572","title":"SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysis","created":"2021-08-03","cited_by_count":0,"area":null},{"id":"2108.02725","title":"VisualTextRank: Unsupervised Graph-based Content Extraction for Automating Ad Text to Image Search","created":"2021-08-05","cited_by_count":0,"area":null},{"id":"2109.04949","title":"We went to look for meaning and all we got were these lousy representations: aspects of meaning representation for computational semantics","created":"2021-09-10","cited_by_count":0,"area":null},{"id":"2109.05778","title":"Text is NOT Enough: Integrating Visual Impressions into Open-domain Dialogue Generation","created":"2021-09-13","cited_by_count":0,"area":null},{"id":"2202.02830","title":"Discovering Personalized Semantics for Soft Attributes in Recommender Systems using Concept Activation Vectors","created":"2022-02-06","cited_by_count":0,"area":null},{"id":"2203.11011","title":"Reinforced MOOCs Concept Recommendation in Heterogeneous Information Networks","created":"2022-03-08","cited_by_count":0,"area":null},{"id":"2205.08335","title":"Explanation-Guided Fairness Testing through Genetic Algorithm","created":"2022-05-16","cited_by_count":0,"area":null},{"id":"2207.02639","title":"Adversarial Robustness of Visual Dialog","created":"2022-07-06","cited_by_count":0,"area":null},{"id":"2207.14648","title":"Using Graph Neural Networks for Program Termination","created":"2022-07-28","cited_by_count":0,"area":null},{"id":"2303.09664","title":"Tribe or Not? Critical Inspection of Group Differences Using TribalGram","created":"2023-03-16","cited_by_count":0,"area":null},{"id":"2307.15494","title":"ETHER: Aligning Emergent Communication for Hindsight Experience Replay","created":"2023-07-28","cited_by_count":0,"area":null}],"next_cursor":null}