{"total":64,"rows":[{"id":"2206.06488","title":"Multimodal Learning with Transformers: A Survey","created":"2022-06-13","cited_by_count":400,"area":null},{"id":"2111.12681","title":"VIOLET : End-to-End Video-Language Transformers with Masked Visual-token Modeling","created":"2021-11-24","cited_by_count":188,"area":null},{"id":"2210.09263","title":"Vision-Language Pre-training: Basics, Recent Advances, and Future Trends","created":"2022-10-17","cited_by_count":117,"area":"mllm"},{"id":"2202.06767","title":"Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark","created":"2022-02-14","cited_by_count":114,"area":"mllm"},{"id":"2111.11430","title":"Class-agnostic Object Detection with Multi-modal Transformer","created":"2021-11-22","cited_by_count":85,"area":null},{"id":"2211.06679","title":"AltCLIP: Altering the Language Encoder in CLIP for Extended Language Capabilities","created":"2022-11-12","cited_by_count":85,"area":null},{"id":"2106.00245","title":"Adversarial VQA: A New Benchmark for Evaluating the Robustness of VQA Models","created":"2021-06-01","cited_by_count":75,"area":null},{"id":"2109.06082","title":"xGQA: Cross-Lingual Visual Question Answering","created":"2021-09-13","cited_by_count":72,"area":null},{"id":"2210.07688","title":"Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training","created":"2022-10-14","cited_by_count":72,"area":"mllm"},{"id":"2305.19894","title":"Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias","created":"2023-05-31","cited_by_count":57,"area":"mllm"},{"id":"2201.11732","title":"IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages","created":"2022-01-27","cited_by_count":54,"area":null},{"id":"2308.12038","title":"Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages","created":"2023-08-23","cited_by_count":52,"area":"mllm"},{"id":"2109.05125","title":"MURAL: Multimodal, Multitask Retrieval Across Languages","created":"2021-09-10","cited_by_count":44,"area":null},{"id":"2307.06930","title":"mBLIP: Efficient Bootstrapping of Multilingual Vision-LLMs","created":"2023-07-13","cited_by_count":41,"area":"mllm"},{"id":"2312.07353","title":"CLIP in Medical Imaging: A Survey","created":"2023-12-12","cited_by_count":40,"area":null},{"id":"2303.11607","title":"Transformers in Speech Processing: A Survey","created":"2023-03-21","cited_by_count":39,"area":null},{"id":"2108.07073","title":"ROSITA: Enhancing Vision-and-Language Semantic Alignments via Cross- and Intra-modal Knowledge Integration","created":"2021-08-16","cited_by_count":31,"area":null},{"id":"2406.02539","title":"Parrot: Multilingual Visual Instruction Tuning","created":"2024-06-04","cited_by_count":30,"area":"mllm"},{"id":"2302.00389","title":"Multimodality Representation Learning: A Survey on Evolution, Pretraining and Its Applications","created":"2023-02-01","cited_by_count":27,"area":"lr"},{"id":"2212.10140","title":"Tackling Ambiguity with Images: Improved Multimodal Machine Translation and Contrastive Evaluation","created":"2022-12-20","cited_by_count":26,"area":null},{"id":"2206.00621","title":"Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-training","created":"2022-06-01","cited_by_count":24,"area":null},{"id":"2104.09411","title":"Understanding Chinese Video and Language via Contrastive Multimodal Pre-Training","created":"2021-04-19","cited_by_count":23,"area":null},{"id":"2203.00242","title":"Unsupervised Vision-and-Language Pre-training via Retrieval-based Multi-Granular Alignment","created":"2022-03-01","cited_by_count":23,"area":null},{"id":"2208.12526","title":"Cross-Lingual Cross-Modal Retrieval with Noise-Robust Learning","created":"2022-08-26","cited_by_count":22,"area":null},{"id":"2210.13134","title":"Multilingual Multimodal Learning with Machine Translated Text","created":"2022-10-24","cited_by_count":16,"area":null},{"id":"2204.04428","title":"ManiTrans: Entity-Level Text-Guided Image Manipulation via Token-wise Semantic Alignment and Generation","created":"2022-04-09","cited_by_count":13,"area":null},{"id":"2409.19961","title":"Multimodal LLM Enhanced Cross-lingual Cross-modal Retrieval","created":"2024-09-30","cited_by_count":13,"area":"mllm"},{"id":"2304.13166","title":"LEMaRT: Label-Efficient Masked Region Transform for Image Harmonization","created":"2023-04-25","cited_by_count":12,"area":null},{"id":"2403.01909","title":"Semi-Supervised Semantic Segmentation Based on Pseudo-Labels: A Survey","created":"2024-03-04","cited_by_count":12,"area":null},{"id":"2306.08658","title":"Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations","created":"2023-06-14","cited_by_count":11,"area":null},{"id":"2108.11119","title":"Product-oriented Machine Translation with Cross-modal Cross-lingual Pre-training","created":"2021-08-25","cited_by_count":10,"area":null},{"id":"2211.12402","title":"X$^2$-VLM: All-In-One Pre-trained Model For Vision-Language Tasks","created":"2022-11-22","cited_by_count":9,"area":"mllm"},{"id":"2305.19216","title":"Translation-Enhanced Multilingual Text-to-Image Generation","created":"2023-05-30","cited_by_count":9,"area":null},{"id":"2309.05451","title":"Dual-view Curricular Optimal Transport for Cross-lingual Cross-modal Retrieval","created":"2023-09-11","cited_by_count":9,"area":null},{"id":"2202.07630","title":"Delving Deeper into Cross-lingual Visual Question Answering","created":"2022-02-15","cited_by_count":8,"area":null},{"id":"2212.01103","title":"3D-TOGO: Towards Text-Guided Cross-Category 3D Object Generation","created":"2022-12-02","cited_by_count":8,"area":null},{"id":"2401.17186","title":"Embracing Language Inclusivity and Diversity in CLIP through Continual Language Learning","created":"2024-01-30","cited_by_count":8,"area":"mllm"},{"id":"2211.04861","title":"ERNIE-UniX2: A Unified Cross-lingual Cross-modal Framework for Understanding and Generation","created":"2022-11-09","cited_by_count":7,"area":"mllm"},{"id":"2508.03343","title":"WaMo: Wavelet-Enhanced Multi-Frequency Trajectory Analysis for Fine-Grained Text-Motion Retrieval","created":"2025-08-05","cited_by_count":7,"area":null},{"id":"2209.02982","title":"Improving the Cross-Lingual Generalisation in Visual Question Answering","created":"2022-09-07","cited_by_count":5,"area":"mllm"},{"id":"2206.11091","title":"Generalizing Multimodal Pre-training into Multilingual via Language Acquisition","created":"2022-05-29","cited_by_count":3,"area":"mllm"},{"id":"2208.11553","title":"MuMUR : Multilingual Multimodal Universal Retrieval","created":"2022-08-24","cited_by_count":3,"area":"mllm"},{"id":"2302.11383","title":"Entity-Level Text-Guided Image Manipulation","created":"2023-02-22","cited_by_count":3,"area":null},{"id":"2305.14843","title":"Meta-learning For Vision-and-language Cross-lingual Transfer","created":"2023-05-24","cited_by_count":3,"area":null},{"id":"2207.01772","title":"Vision-and-Language Pretraining","created":"2022-07-05","cited_by_count":2,"area":null},{"id":"2305.07927","title":"RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training","created":"2023-05-13","cited_by_count":2,"area":null},{"id":"2306.16774","title":"Stop Pre-Training: Adapt Visual-Language Models to Unseen Languages","created":"2023-06-29","cited_by_count":2,"area":"lr"},{"id":"2406.02331","title":"Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering","created":"2024-06-04","cited_by_count":2,"area":null},{"id":"2206.03354","title":"cViL: Cross-Lingual Training of Vision-Language Models using Knowledge Distillation","created":"2022-06-07","cited_by_count":1,"area":"mllm"},{"id":"2210.16960","title":"Multilingual Multimodality: A Taxonomical Survey of Datasets, Techniques, Challenges and Opportunities","created":"2022-10-30","cited_by_count":1,"area":null},{"id":"2307.09915","title":"Embedded Heterogeneous Attention Transformer for Cross-lingual Image Captioning","created":"2023-07-19","cited_by_count":1,"area":null},{"id":"2310.12531","title":"ICU: Conquering Language Barriers in Vision-and-Language Modeling by Dividing the Tasks into Image Captioning and Language Understanding","created":"2023-10-19","cited_by_count":1,"area":null},{"id":"2406.18254","title":"Improving the Consistency in Cross-Lingual Cross-Modal Retrieval with 1-to-K Contrastive Learning","created":"2024-06-26","cited_by_count":1,"area":null},{"id":"2412.13510","title":"Dynamic Adapter with Semantics Disentangling for Cross-lingual Cross-modal Retrieval","created":"2024-12-18","cited_by_count":1,"area":null},{"id":"2504.21681","title":"Investigating the Effect of Parallel Data in the Cross-Lingual Transfer for Vision-Language Encoders","created":"2025-04-30","cited_by_count":1,"area":null},{"id":"2509.18369","title":"Align Where the Words Look: Cross-Attention-Guided Patch Alignment with Contrastive and Transport Regularization for Bengali Captioning","created":"2025-09-22","cited_by_count":1,"area":null},{"id":"2509.22123","title":"Multilingual Vision-Language Models, A Survey","created":"2025-09-26","cited_by_count":1,"area":"mllm"},{"id":"2601.05874","title":"Continual-learning for Modelling Low-Resource Languages from Large Language Models","created":"2026-01-09","cited_by_count":1,"area":null},{"id":"2209.03714","title":"Visual Grounding of Inter-lingual Word-Embeddings","created":"2022-09-08","cited_by_count":0,"area":null},{"id":"2305.06358","title":"Accessible Instruction-Following Agent","created":"2023-05-08","cited_by_count":0,"area":"agents"},{"id":"2410.12595","title":"CMAL: A Novel Cross-Modal Associative Learning Framework for Vision-Language Pre-Training","created":"2024-10-16","cited_by_count":0,"area":"mllm"},{"id":"2503.04592","title":"A Benchmark for Multi-Lingual Vision-Language Learning in Remote Sensing Image Captioning","created":"2025-03-06","cited_by_count":0,"area":"mllm"},{"id":"2601.11248","title":"Language-Agnostic Visual Embeddings for Cross-Script Handwriting Retrieval","created":"2026-01-16","cited_by_count":0,"area":null},{"id":"2608.15085","title":"Why Vision Fails as a Universal Bridge: Rectifying Modality Asynchrony in Multilingual MLLMs","created":"2026-08-15","cited_by_count":0,"area":"lr"}],"next_cursor":null}