| Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs | Sep 17, 2024 | Question AnsweringToken Reduction | CodeCode Available | 1 | 5 |
| Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning | Jun 11, 2020 | Question AnsweringReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| LIVE: Learnable In-Context Vector for Visual Question Answering | Jun 19, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 1 | 5 |
| Coarse-to-Fine Reasoning for Visual Question Answering | Oct 6, 2021 | Question AnsweringVisual Question Answering | CodeCode Available | 1 | 5 |
| Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone | Jun 15, 2022 | Described Object DetectionImage Captioning | CodeCode Available | 1 | 5 |
| A Survey of Medical Vision-and-Language Applications and Their Techniques | Nov 19, 2024 | Decision MakingDiagnostic | CodeCode Available | 1 | 5 |
| Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning | Mar 20, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| CAT-ViL: Co-Attention Gated Vision-Language Embedding for Visual Question Localized-Answering in Robotic Surgery | Jul 11, 2023 | Question AnsweringScene Understanding | CodeCode Available | 1 | 5 |
| COBRA: Contrastive Bi-Modal Representation Algorithm | May 7, 2020 | Cross-Modal RetrievalImage Captioning | CodeCode Available | 1 | 5 |
| A Stitch in Time Saves Nine: Small VLM is a Precise Guidance for Accelerating Large VLMs | Dec 4, 2024 | Visual Question Answering | CodeCode Available | 1 | 5 |
| Dual-Key Multimodal Backdoors for Visual Question Answering | Dec 14, 2021 | Question AnsweringVisual Question Answering | CodeCode Available | 1 | 5 |
| Learning Situation Hyper-Graphs for Video Question Answering | Apr 18, 2023 | DecoderQuestion Answering | CodeCode Available | 1 | 5 |
| Large Scale Multimodal Classification Using an Ensemble of Transformer Models and Co-Attention | Nov 23, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration | Mar 25, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge Alignment | Feb 21, 2024 | Language ModellingQuestion Answering | CodeCode Available | 1 | 5 |
| Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline | Dec 5, 2019 | Language ModellingRepresentation Learning | CodeCode Available | 1 | 5 |
| CLIP-Guided Vision-Language Pre-training for Question Answering in 3D Scenes | Apr 12, 2023 | Question AnsweringVisual Question Answering | CodeCode Available | 1 | 5 |
| GPT-4V-AD: Exploring Grounding Potential of VQA-oriented GPT-4V for Zero-shot Anomaly Detection | Nov 5, 2023 | Anomaly DetectionQuestion Answering | CodeCode Available | 1 | 5 |
| LaTr: Layout-Aware Transformer for Scene-Text VQA | Dec 23, 2021 | Optical Character Recognition (OCR)Question Answering | CodeCode Available | 1 | 5 |
| Learning to Answer Questions in Dynamic Audio-Visual Scenarios | Mar 26, 2022 | audio-visual learningAudio-visual Question Answering | CodeCode Available | 1 | 5 |
| LIME: Less Is More for MLLM Evaluation | Sep 10, 2024 | Image CaptioningQuestion Answering | CodeCode Available | 1 | 5 |
| MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale | Dec 6, 2024 | Multimodal ReasoningVisual Question Answering | CodeCode Available | 1 | 5 |
| CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations | Apr 5, 2022 | Explanation GenerationQuestion Answering | CodeCode Available | 1 | 5 |
| Don't Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases | Sep 9, 2019 | Natural Language InferenceQuestion Answering | CodeCode Available | 1 | 5 |
| Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA | Oct 10, 2022 | Question AnsweringVisual Question Answering | CodeCode Available | 1 | 5 |
