T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs | Paper Citation Record

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This paper cites Fowlkes, Ste- fano Soatto, and Pietro Perona.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Fowlkes, Ste- fano Soatto, and Pietro Perona

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This paper cites NTIRE 2017 chal- lenge on single image super-resolution: Dataset and study.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs NTIRE 2017 chal- lenge on single image super-resolution: Dataset and study

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T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Ancuti, and Christophe De Vleeschouwer

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This paper cites Fleet, and Geoffrey E.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Fleet, and Geoffrey E

Reference 9

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T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Unresolved cited work

Reference 10

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This paper cites Conde, Gregor Geigle, and Radu Timofte.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Conde, Gregor Geigle, and Radu Timofte

Reference 11

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This paper cites Image Harmonization Dataset iHarmony4: HCOCO, HAdobe5k, HFlickr, and Hday2night.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Image Harmonization Dataset iHarmony4: HCOCO, HAdobe5k, HFlickr, and Hday2night

Reference 12

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This paper cites A survey on in-context learning.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs A survey on in-context learning

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This paper cites Representation similar- ity analysis for efficient task taxonomy & transfer learning.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Representation similar- ity analysis for efficient task taxonomy & transfer learning

Reference 14

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This paper cites Instructdiffusion: A generalist modeling interface for vision tasks.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Instructdiffusion: A generalist modeling interface for vision tasks

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This paper cites In-context learning in large language mod- els: A comprehensive survey.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs In-context learning in large language mod- els: A comprehensive survey

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This paper cites Depth-attentional features for single-image rain removal.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Depth-attentional features for single-image rain removal

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This paper cites Belongie, Bharath Hariharan, and Ser-Nam Lim.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Belongie, Bharath Hariharan, and Ser-Nam Lim

Reference 19

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T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Unresolved cited work

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This paper cites Uvim: A unified modeling approach for vision with learned guid- ing codes.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Uvim: A unified modeling approach for vision with learned guid- ing codes

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This paper cites Viescore: Towards explainable metrics for condi- tional image synthesis evaluation.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Viescore: Towards explainable metrics for condi- tional image synthesis evaluation

Reference 22

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This paper cites Transient attributes for high-level under- standing and editing of outdoor scenes.ACM Transactions on Graphics (TOG), 33(4):149:1–149:11, 2014.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Transient attributes for high-level under- standing and editing of outdoor scenes.ACM Transactions on Graphics (TOG), 33(4):149:1–149:11, 2014

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This paper cites Large lan- guage model-aware in-context learning for code generation.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Large lan- guage model-aware in-context learning for code generation

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This paper cites Unifying image processing as visual prompting question answering.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Unifying image processing as visual prompting question answering

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T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs UNIFIED-IO: A unified model for vision, language, and multi-modal tasks

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T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Vi- sion language models are in-context value learners

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This paper cites Deep multi-scale convolutional neural network for dynamic scene deblurring.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Deep multi-scale convolutional neural network for dynamic scene deblurring

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T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs GrAInS: Gradient-based Attribution for Inference-Time Steering of LLMs and VLMs

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T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Balasubramanian

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T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Khan, and Fahad Shahbaz Khan

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T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs SPIRE: semantic prompt-driven image restoration

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T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Visual Text Meets Low-level Vision: A Comprehensive Survey on Visual Text Processing

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This paper cites Guibas, Jitendra Malik, and Silvio Savarese.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Guibas, Jitendra Malik, and Silvio Savarese

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T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Emu: Generative pretraining in multimodality

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T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs X-Prompt: Towards Universal In-Context Image Generation in Auto-Regressive Vision Language Foundation Models

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T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Axiomatic attribution for deep networks

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T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Chameleon: Mixed-Modal Early-Fusion Foundation Models

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This paper cites A comprehensive survey of deep learning approaches in image processing.Sensors, 25 (2):531, 2025.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs A comprehensive survey of deep learning approaches in image processing.Sensors, 25 (2):531, 2025

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T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Stacked conditional generative adversarial networks for jointly learning shadow detection and shadow removal

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This paper cites OFA: unifying architectures, tasks, and modalities through a simple sequence-to-sequence learning framework.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs OFA: unifying architectures, tasks, and modalities through a simple sequence-to-sequence learning framework

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T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Images speak in images: A generalist painter for in-context visual learning

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This paper cites Large language models are latent variable models: Explaining and finding good demonstra- tions for in-context learning.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Large language models are latent variable models: Explaining and finding good demonstra- tions for in-context learning

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T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Emu3: Next-Token Prediction is All You Need

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T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs In-context learning unlocked for diffusion models

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T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Deep retinex decomposition for low-light enhancement

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T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Florence-2: Advancing a unified representation for a vari- ety of vision tasks

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T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Show-o: One single transformer to unify multimodal understanding and generation

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This paper cites Towards efficient and scale-robust ultra-high-definition image demoir ´eing.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Towards efficient and scale-robust ultra-high-definition image demoir ´eing

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T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Promptfix: You prompt and we fix the photo

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This paper cites Zamir, Alexander Sax, William B.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Zamir, Alexander Sax, William B

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T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs A comprehensive evaluation of full reference image quality as- sessment algorithms

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Observation 298a173f-4222-4a55-b2d3-3cf425b47cd2 · outbound

This paper cites Perceive-ir: Learning to perceive degrada- tion better for all-in-one image restoration.IEEE Transac- tions on Image Processing, 2025.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Perceive-ir: Learning to perceive degrada- tion better for all-in-one image restoration.IEEE Transac- tions on Image Processing, 2025

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-03T21:15:47.491890Z

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Observation 21f9beef-f07c-4655-abed-0bd42d236740 · outbound

This paper cites Transfusion: Pre- dict the next token and diffuse images with one multi- modal model.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Transfusion: Pre- dict the next token and diffuse images with one multi- modal model

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-03T21:15:47.600267Z

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Unavailable: canonical work link unavailable.

Observation 49631359-3237-468b-8fa6-b2d38e3fb04f · outbound

This paper cites Learning to prompt for vision-language models.In- ternational Journal of Computer Vision, 130(9):2337–2348,.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Learning to prompt for vision-language models.In- ternational Journal of Computer Vision, 130(9):2337–2348,

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-03T21:15:47.707533Z

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Observation 0f1bdd2c-17de-42f7-9ea8-7f98346f5fb8 · outbound

This paper cites Seeing the unseen: A fre- quency prompt guided transformer for image restoration.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Seeing the unseen: A fre- quency prompt guided transformer for image restoration

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-03T21:15:47.778161Z

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Observation b3dfca24-33d9-4f43-a878-d7c309e98f60 · outbound

This paper cites Visual in-context learning for large vision-language models.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Visual in-context learning for large vision-language models

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-03T21:15:47.892191Z

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Observation 2d099f1f-78f2-4100-8599-1ec84cc60fc9 · outbound

This paper cites Uni-perceiver: Pre- training unified architecture for generic perception for zero- shot and few-shot tasks.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Uni-perceiver: Pre- training unified architecture for generic perception for zero- shot and few-shot tasks

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-03T21:15:48.046423Z

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Unavailable: canonical work link unavailable.

Observation 51033315-3767-4c82-bb7d-eed2d1292d07 · outbound

This paper cites an unresolved cited work.

T2T-VICL: Cross-Task Visual In-Context Learning via Implicit Text-Driven VLMs Unresolved cited work

Reference 155

Resolution: parse uncertain; no resolver link, observed 2026-08-03T21:15:46.877076Z

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