Research graph
References from Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and Grounder. Local targets link to admitted publications; unresolved targets remain external evidence.
Qwen-vl: A versatile vision-language model for understanding, localization, text reading, and beyond
2023 · External reference
Language models are few-shot learners
External reference
LLaVA-interactive: An all-in-one demo for image chat, segmentation, generation and editing
2023 · External reference
10.1007/s11432-024-4231-5
10.1007/s11432-024-4231-5 · External reference
10.1109/cvpr52733.2024.02283
10.1109/cvpr52733.2024.02283 · External reference
Xtuner: A toolkit for efficiently fine-tuning LLM
2023 · External reference
Towards multi-path agentic reasoning for grounded video question answering
2025 · External reference
10.1007/978-3-032-37577-3_34
10.1007/978-3-032-37577-3_34 · External reference
10.1109/tip.2026.3680029
10.1109/tip.2026.3680029 · External reference
10.1109/iccv51070.2023.00254
10.1109/iccv51070.2023.00254 · External reference
Mastering free-form text-image composition and comprehension in vision-language large model
2024 · External reference
10.52202/085713-4899
10.52202/085713-4899 · External reference
10.1109/cvpr52734.2025.02245
10.1109/cvpr52734.2025.02245 · External reference
10.1609/aaai.v39i3.32338
10.1609/aaai.v39i3.32338 · External reference
LoRA: Low-rank adaptation of large language models
External reference
VTimeLM: Empower LLM to grasp video moments
External reference
Reason 3D: Searching and reasoning 3D segmentation via large language model
External reference
Pixel-BERT: Aligning image pixels with text by deep multi-modal transformers
2020 · External reference
10.1109/cvpr.2019.00686
10.1109/cvpr.2019.00686 · External reference
Video instance segmentation using inter-frame communication transformers
External reference
Chat-UniVi: Unified visual representation empowers large language models with image and video understanding
External reference
10.1007/978-3-030-20870-7_8
10.1007/978-3-030-20870-7_8 · External reference
10.1109/iccv51070.2023.00371
10.1109/iccv51070.2023.00371 · External reference
10.1109/cvpr52733.2024.00915
10.1109/cvpr52733.2024.00915 · External reference
10.1109/cvpr52733.2024.00915
10.1109/cvpr52733.2024.00915 · External reference
LLaVA-onevision: Easy visual task transfer
2024 · External reference
Seed-bench: Benchmarking multimodal LLMs with generative comprehension
2023 · External reference
BLIP-2: Bootstrapping language-image pre-training with frozen image encoders and large language models
External reference
BLIP: Bootstrapping language-image pre-training for unified vision-language understanding and generation
External reference
Tube-link: A flexible cross tube baseline for universal video segmentation
External reference
10.1007/978-3-031-72952-2_19
10.1007/978-3-031-72952-2_19 · External reference
Video-LLaVA: Learning united visual representation by alignment before projection
2023 · External reference
Visual instruction tuning
External reference
10.1109/tpami.2024.3382308
10.1109/tpami.2024.3382308 · External reference
LLaVA-plus: Learning to use tools for creating multimodal agents
External reference
ViLBERT: Pretraining task-agnostic visiolinguistic representations for vision-and-language tasks
External reference
Generalizable entity grounding via assistance of large language model
2024 · External reference
10.52202/075280-2019
10.52202/075280-2019 · External reference
10.1109/cvpr52733.2024.01236
10.1109/cvpr52733.2024.01236 · External reference
SAM 2: Segment anything in images and videos
2024 · External reference
10.1109/cvpr52733.2024.02491
10.1109/cvpr52733.2024.02491 · External reference
10.1007/978-3-030-58555-6_13
10.1007/978-3-030-58555-6_13 · External reference
10.1109/cvpr52688.2022.01519
10.1109/cvpr52688.2022.01519 · External reference
10.18653/v1/d19-1514
10.18653/v1/d19-1514 · External reference
LLAMA 2: Open foundation and fine-tuned chat models
2023 · External reference
LaSagnA: Language-based segmentation assistant for complex queries
2024 · External reference
10.1109/cvpr52733.2024.00370
10.1109/cvpr52733.2024.00370 · External reference
10.1109/cvpr52729.2023.01471
10.1109/cvpr52729.2023.01471 · External reference
VISA: Reasoning video object segmentation via large language models
2024 · External reference
10.1109/tpami.2024.3468640
10.1109/tpami.2024.3468640 · External reference
mPLUG-Owl3: Towards long image-sequence understanding in multi-modal large language models
2024 · External reference
10.1007/978-3-319-46475-6_5
10.1007/978-3-319-46475-6_5 · External reference
10.1109/tpami.2026.3720379
10.1109/tpami.2026.3720379 · External reference
10.1109/cvpr52733.2024.02664
10.1109/cvpr52733.2024.02664 · External reference
10.52202/079017-2291
10.52202/079017-2291 · External reference
10.1109/tpami.2025.3562930
10.1109/tpami.2025.3562930 · External reference
10.1109/tpami.2024.3368112
10.1109/tpami.2024.3368112 · External reference
10.1007/978-3-031-19818-2_30
10.1007/978-3-031-19818-2_30 · External reference
