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07/12/2023
VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View
Incremental decision making in real-world environments is one of the mos...
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05/24/2023
LayoutGPT: Compositional Visual Planning and Generation with Large Language Models
Attaining a high degree of user controllability in visual generation oft...
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05/23/2023
EDIS: Entity-Driven Image Search over Multimodal Web Content
Making image retrieval methods practical for real-world search applicati...
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05/18/2023
Discriminative Diffusion Models as Few-shot Vision and Language Learners
Diffusion models, such as Stable Diffusion, have shown incredible perfor...
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12/09/2022
Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis
Large-scale diffusion models have achieved state-of-the-art results on t...
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10/19/2022
CPL: Counterfactual Prompt Learning for Vision and Language Models
Prompt tuning is a new few-shot transfer learning technique that only tu...
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10/18/2022
ULN: Towards Underspecified Vision-and-Language Navigation
Vision-and-Language Navigation (VLN) is a task to guide an embodied agen...
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09/10/2022
Anticipating the Unseen Discrepancy for Vision and Language Navigation
Vision-Language Navigation requires the agent to follow natural language...
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06/06/2022