| LLMDet: Learning Strong Open-Vocabulary Object Detectors under the Supervision of Large Language Models | Jan 31, 2025 | Caption GenerationLanguage Modeling | CodeCode Available | 4 |
| DenseWorld-1M: Towards Detailed Dense Grounded Caption in the Real World | Jun 30, 2025 | Caption GenerationObject | CodeCode Available | 2 |
| SonicVerse: Multi-Task Learning for Music Feature-Informed Captioning | Jun 18, 2025 | Caption GenerationDescriptive | CodeCode Available | 2 |
| FusionAudio-1.2M: Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion | Jun 1, 2025 | Audio captioningCaption Generation | CodeCode Available | 2 |
| AudioSetCaps: An Enriched Audio-Caption Dataset using Automated Generation Pipeline with Large Audio and Language Models | Nov 28, 2024 | Audio captioningAudio to Text Retrieval | CodeCode Available | 2 |
| PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance | Nov 4, 2024 | Caption GenerationMultiple-choice | CodeCode Available | 2 |
| Positive-Augmented Contrastive Learning for Vision-and-Language Evaluation and Training | Oct 9, 2024 | Caption GenerationContrastive Learning | CodeCode Available | 2 |
| SynthVLM: High-Efficiency and High-Quality Synthetic Data for Vision Language Models | Jul 30, 2024 | Caption GenerationQuestion Answering | CodeCode Available | 2 |
| MeaCap: Memory-Augmented Zero-shot Image Captioning | Mar 6, 2024 | Caption GenerationImage Captioning | CodeCode Available | 2 |
| Segment and Caption Anything | Dec 1, 2023 | Caption Generationobject-detection | CodeCode Available | 2 |
| Music Understanding LLaMA: Advancing Text-to-Music Generation with Question Answering and Captioning | Aug 22, 2023 | Caption GenerationLarge Language Model | CodeCode Available | 2 |
| Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions | Aug 8, 2023 | Caption GenerationImage Captioning | CodeCode Available | 2 |
| Fine-grained Image Captioning with CLIP Reward | May 26, 2022 | Caption GenerationDescriptive | CodeCode Available | 2 |
| VCapsBench: A Large-scale Fine-grained Benchmark for Video Caption Quality Evaluation | May 29, 2025 | Caption GenerationLanguage Modeling | CodeCode Available | 1 |
| LoVR: A Benchmark for Long Video Retrieval in Multimodal Contexts | May 20, 2025 | Caption GenerationRetrieval | CodeCode Available | 1 |
| VideoMultiAgents: A Multi-Agent Framework for Video Question Answering | Apr 25, 2025 | Caption GenerationEgoSchema | CodeCode Available | 1 |
| Will Pre-Training Ever End? A First Step Toward Next-Generation Foundation MLLMs via Self-Improving Systematic Cognition | Mar 16, 2025 | Caption GenerationImage Captioning | CodeCode Available | 1 |
| Large-scale Pre-training for Grounded Video Caption Generation | Mar 13, 2025 | Caption Generation | CodeCode Available | 1 |
| Croc: Pretraining Large Multimodal Models with Cross-Modal Comprehension | Oct 18, 2024 | Caption Generation | CodeCode Available | 1 |
| MotionBank: A Large-scale Video Motion Benchmark with Disentangled Rule-based Annotations | Oct 17, 2024 | Caption GenerationMotion Generation | CodeCode Available | 1 |
| Synthio: Augmenting Small-Scale Audio Classification Datasets with Synthetic Data | Oct 2, 2024 | Audio ClassificationCaption Generation | CodeCode Available | 1 |
| Distractors-Immune Representation Learning with Cross-modal Contrastive Regularization for Change Captioning | Jul 16, 2024 | Caption Generationcross-modal alignment | CodeCode Available | 1 |
| HCQA @ Ego4D EgoSchema Challenge 2024 | Jun 22, 2024 | Caption Generation | CodeCode Available | 1 |
| SoccerNet-Echoes: A Soccer Game Audio Commentary Dataset | May 12, 2024 | Action SpottingAutomatic Speech Recognition | CodeCode Available | 1 |
| BCAmirs at SemEval-2024 Task 4: Beyond Words: A Multimodal and Multilingual Exploration of Persuasion in Memes | Apr 3, 2024 | Caption GenerationHierarchical Multi-label Classification | CodeCode Available | 1 |
| NeuSyRE: Neuro-Symbolic Visual Understanding and Reasoning Framework based on Scene Graph Enrichment | Nov 5, 2023 | Caption GenerationCommon Sense Reasoning | CodeCode Available | 1 |
| VLIS: Unimodal Language Models Guide Multimodal Language Generation | Oct 15, 2023 | Caption GenerationExplanation Generation | CodeCode Available | 1 |
| Self-supervised Cross-view Representation Reconstruction for Change Captioning | Sep 28, 2023 | Caption GenerationHallucination | CodeCode Available | 1 |
| RECAP: Retrieval-Augmented Audio Captioning | Sep 18, 2023 | AudioCapsAudio captioning | CodeCode Available | 1 |
| MusiLingo: Bridging Music and Text with Pre-trained Language Models for Music Captioning and Query Response | Sep 15, 2023 | Caption GenerationLanguage Modelling | CodeCode Available | 1 |
| Vote2Cap-DETR++: Decoupling Localization and Describing for End-to-End 3D Dense Captioning | Sep 6, 2023 | 3D dense captioningCaption Generation | CodeCode Available | 1 |
| Transferable Decoding with Visual Entities for Zero-Shot Image Captioning | Jul 31, 2023 | Caption GenerationHallucination | CodeCode Available | 1 |
| Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation | Jan 2, 2023 | Caption GenerationInstance Segmentation | CodeCode Available | 1 |
| Visual Commonsense-aware Representation Network for Video Captioning | Nov 17, 2022 | Caption GenerationQuestion Answering | CodeCode Available | 1 |
| EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning | Oct 14, 2022 | Caption GenerationKnowledge Distillation | CodeCode Available | 1 |
| Belief Revision based Caption Re-ranker with Visual Semantic Information | Sep 16, 2022 | Caption GenerationImage Captioning | CodeCode Available | 1 |
| Rethinking Surgical Captioning: End-to-End Window-Based MLP Transformer Using Patches | Jun 30, 2022 | Caption GenerationVideo Captioning | CodeCode Available | 1 |
| GL-RG: Global-Local Representation Granularity for Video Captioning | May 22, 2022 | Caption GenerationDescriptive | CodeCode Available | 1 |
| Spatiality-guided Transformer for 3D Dense Captioning on Point Clouds | Apr 22, 2022 | 3D dense captioning3D Object Detection | CodeCode Available | 1 |
| Injecting Semantic Concepts into End-to-End Image Captioning | Dec 9, 2021 | Caption GenerationImage Captioning | CodeCode Available | 1 |
| Controllable Video Captioning with an Exemplar Sentence | Dec 2, 2021 | Caption GenerationDecoder | CodeCode Available | 1 |
| SwinBERT: End-to-End Transformers with Sparse Attention for Video Captioning | Nov 25, 2021 | Caption GenerationQuestion Answering | CodeCode Available | 1 |
| Topic Scene Graph Generation by Attention Distillation from Caption | Oct 12, 2021 | Caption GenerationGraph Generation | CodeCode Available | 1 |
| COSMic: A Coherence-Aware Generation Metric for Image Descriptions | Sep 11, 2021 | Caption GenerationImage Captioning | CodeCode Available | 1 |
| End-to-End Dense Video Captioning with Parallel Decoding | Aug 17, 2021 | Caption GenerationDense Video Captioning | CodeCode Available | 1 |
| Team RUC_AIM3 Technical Report at ActivityNet 2021: Entities Object Localization | Jun 11, 2021 | Caption GenerationObject | CodeCode Available | 1 |
| Connecting What to Say With Where to Look by Modeling Human Attention Traces | May 12, 2021 | Caption GenerationImage Captioning | CodeCode Available | 1 |
| Towards Accurate Text-based Image Captioning with Content Diversity Exploration | Apr 23, 2021 | Caption GenerationDiversity | CodeCode Available | 1 |
| Human-like Controllable Image Captioning with Verb-specific Semantic Roles | Mar 22, 2021 | Caption Generationcontrollable image captioning | 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 |
