Research graph
References from How Far are We From Generating Missing Modalities With Foundation Models?. Local targets link to admitted publications; unresolved targets remain external evidence.
10.52202/075280-0748
10.52202/075280-0748 · External reference
10.1609/aaai.v35i3.16330
10.1609/aaai.v35i3.16330 · External reference
10.1109/cvpr52688.2022.01764
10.1109/cvpr52688.2022.01764 · External reference
10.1145/3534678.3539388
10.1145/3534678.3539388 · External reference
EMU3: Next-token prediction is all you need
2024 · External reference
Janus-pro: Unified multimodal understanding and generation with data and model scaling
2025 · External reference
GPT-4o system card
2024 · External reference
Qwen2. 5-omni technical report
2025 · External reference
Show-O: One single transformer to unify multimodal understanding and generation
2024 · External reference
10.1109/cvpr52734.2025.02409
10.1109/cvpr52734.2025.02409 · External reference
10.52202/075280-1657
10.52202/075280-1657 · External reference
MLLM-as-a-judge: Assessing multimodal LLM-as-a-judge with vision-language benchmark
External reference
10.1109/cvpr52688.2022.01042
10.1109/cvpr52688.2022.01042 · External reference
Generative adversarial text to image synthesis
External reference
Hierarchical text-conditional image generation with clip latents
2022 · External reference
Scaling autoregressive models for content-rich text-to-image generation
2022 · External reference
AudioLDM: Text-to-audio generation with latent diffusion models
2023 · External reference
10.1109/cvpr52729.2023.01457
10.1109/cvpr52729.2023.01457 · External reference
Can we generate images with cot? let’s verify and reinforce image generation step by step
2025 · External reference
ComfyGen: Prompt-adaptive workflows for text-to-image generation
2024 · External reference
Can test-time scaling improve world foundation model?
2025 · External reference
10.1145/3395035.3425202
10.1145/3395035.3425202 · External reference
10.1109/tpami.2020.3037734
10.1109/tpami.2020.3037734 · External reference
10.1109/cvpr52729.2023.01524
10.1109/cvpr52729.2023.01524 · External reference
10.1109/tpami.2023.3234553
10.1109/tpami.2023.3234553 · External reference
10.1609/aaai.v33i01.33016892
10.1609/aaai.v33i01.33016892 · External reference
10.1109/cvpr52729.2023.01435
10.1109/cvpr52729.2023.01435 · External reference
10.18653/v1/2024.acl-long.94
10.18653/v1/2024.acl-long.94 · External reference
10.1109/tmi.2024.3368664
10.1109/tmi.2024.3368664 · External reference
10.1109/tci.2024.3516574
10.1109/tci.2024.3516574 · External reference
Qwen2. 5 Technical Report
2024 · External reference
LLaMA: Open and efficient foundation language models
2023 · External reference
Flux
2024 · External reference
10.1109/icassp49660.2025.10888461
10.1109/icassp49660.2025.10888461 · External reference
10.1109/taslp.2024.3399607
10.1109/taslp.2024.3399607 · External reference
NExT-GPT: Any-to-any multimodal LLM
External reference
10.1145/3422622
10.1145/3422622 · External reference
Conditional generative adversarial nets
2014 · External reference
Large scale gan training for high fidelity natural image synthesis
2018 · External reference
Classifier-free diffusion guidance
2022 · External reference
10.1109/isbi60581.2025.10980985
10.1109/isbi60581.2025.10980985 · External reference
MissDiff: Training diffusion models on tabular data with missing values
2023 · External reference
10.1145/3696410.3714606
10.1145/3696410.3714606 · External reference
Agent AI: Surveying the horizons of multimodal interaction
2024 · External reference
Agents: An open agentic framework that uses computers like a human
2024 · External reference
AI agents for computer use: A review of instruction-based computer control, GUI automation, and operator assistants
2025 · External reference
10.18653/v1/2023.acl-long.245
10.18653/v1/2023.acl-long.245 · External reference
Encouraging divergent thinking in large language models through multi-agent debate
2023 · External reference
Math-Shepherd: Verify and reinforce llms step-by-step without human annotations
2023 · External reference
Agentic ai software engineer: Programming with trust
2025 · External reference
Building living software systems with generative & agentic AI
2024 · External reference
10.52202/075280-2997
10.52202/075280-2997 · External reference
10.1609/aaai.v38i7.28597
10.1609/aaai.v38i7.28597 · External reference
10.18653/v1/2025.acl-long.1008
10.18653/v1/2025.acl-long.1008 · External reference
Qwen2. 5-Vl Technical Report
2025 · External reference
GANs trained by a two time-scale update rule converge to a local Nash equilibrium
External reference
Learning transferable visual models from natural language supervision
External reference
10.21437/interspeech.2004-668
10.21437/interspeech.2004-668 · External reference
10.1109/icassp.2018.8462116
10.1109/icassp.2018.8462116 · External reference
10.1109/icassp.2001.941023
10.1109/icassp.2001.941023 · External reference
Best practices and lessons learned on synthetic data
2024 · External reference
Does reinforcement learning really incentivize reasoning capacity in LLMs beyond the base model?
2025 · External reference
Deepseek-R1: Incentivizing reasoning capability in llms via reinforcement learning
2025 · External reference
LoRA: Low-rank adaptation of large language models
External reference
10.18653/v1/2021.emnlp-main.243
10.18653/v1/2021.emnlp-main.243 · External reference
