| Language Quantized AutoEncoders: Towards Unsupervised Text-Image Alignment | Feb 2, 2023 | AttributeFew-Shot Image Classification | CodeCode Available | 1 |
| ConceptBert: Concept-Aware Representation for Visual Question Answering | Nov 1, 2020 | Common Sense ReasoningQuestion Answering | CodeCode Available | 1 |
| Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation | Jan 6, 2025 | Language Model EvaluationLanguage Modeling | CodeCode Available | 1 |
| Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts | Feb 17, 2021 | Caption GenerationDiversity | CodeCode Available | 1 |
| InfMLLM: A Unified Framework for Visual-Language Tasks | Nov 12, 2023 | GPUImage Captioning | CodeCode Available | 1 |
| Inst-IT: Boosting Multimodal Instance Understanding via Explicit Visual Prompt Instruction Tuning | Dec 4, 2024 | Multimodal Large Language ModelVideo Understanding | CodeCode Available | 1 |
| Improving Selective Visual Question Answering by Learning from Your Peers | Jun 14, 2023 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| In Defense of Grid Features for Visual Question Answering | Jan 10, 2020 | Image CaptioningQuestion Answering | CodeCode Available | 1 |
| A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA | Jun 30, 2022 | Question AnsweringRetrieval | CodeCode Available | 1 |
| INF-LLaVA: Dual-perspective Perception for High-Resolution Multimodal Large Language Model | Jul 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages | Jan 27, 2022 | Cross-Modal RetrievalFew-Shot Learning | CodeCode Available | 1 |
| Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models | Dec 15, 2023 | Image CaptioningIn-Context Learning | CodeCode Available | 1 |
| I Can't Believe There's No Images! Learning Visual Tasks Using only Language Supervision | Nov 17, 2022 | Image CaptioningQuestion Answering | CodeCode Available | 1 |
| IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning | Oct 25, 2021 | Arithmetic ReasoningMathematical Question Answering | CodeCode Available | 1 |
| IllusionVQA: A Challenging Optical Illusion Dataset for Vision Language Models | Mar 23, 2024 | Common Sense ReasoningIn-Context Learning | CodeCode Available | 1 |
| Hypergraph Transformer: Weakly-supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering | Apr 22, 2022 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| How to Configure Good In-Context Sequence for Visual Question Answering | Dec 4, 2023 | In-Context LearningQuestion Answering | CodeCode Available | 1 |
| HyperLLaVA: Dynamic Visual and Language Expert Tuning for Multimodal Large Language Models | Mar 20, 2024 | MMEVisual Question Answering | CodeCode Available | 1 |
| Attention in Reasoning: Dataset, Analysis, and Modeling | Apr 20, 2022 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| M3-Jepa: Multimodal Alignment via Multi-directional MoE based on the JEPA framework | Sep 9, 2024 | Computational EfficiencyCross-Modal Retrieval | CodeCode Available | 1 |
| How Much Can CLIP Benefit Vision-and-Language Tasks? | Jul 13, 2021 | Question AnsweringVision and Language Navigation | CodeCode Available | 1 |
| I2I: Initializing Adapters with Improvised Knowledge | Apr 4, 2023 | Continual LearningQuestion Answering | CodeCode Available | 1 |
| IMPACT: A Large-scale Integrated Multimodal Patent Analysis and Creation Dataset for Design Patents | Dec 10, 2024 | Cross-Modal RetrievalImage Classification | CodeCode Available | 1 |
| InstructionGPT-4: A 200-Instruction Paradigm for Fine-Tuning MiniGPT-4 | Aug 23, 2023 | Instruction FollowingQuestion Answering | CodeCode Available | 1 |
| Attention-Based Context Aware Reasoning for Situation Recognition | Jun 1, 2020 | Action RecognitionFine-grained Action Recognition | CodeCode Available | 1 |
