Subagents vs Agent Skills: Executing Reusable Knowledge for Long-Horizon Agentic Tasks
Wasu Top Piriyakulkij, Rachel Lawrence, Alicia Curth, Sushrut Karmalkar, Niranjani Prasad
September 2026
arXiv | September 2026
Sushrut Karmalkar
Senior Researcher
出版物
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Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster
Grigory Bartosh, Teodora Pandeva, Sushrut Karmalkar, Javier Zazo
ICLR 2026 | April 2026
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Parallel Sampling from Masked Diffusion Models via Conditional Independence Testing
Iskander Azangulov, Teodora Pandeva, Niranjani Prasad, Javier Zazo, Sushrut Karmalkar
ICLR 2026 | April 2026
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Do Transformers Use their Depth Adaptively? Evidence from a Relational Reasoning Task
A. Curth, Rachel Lawrence, Sushrut Karmalkar, Niranjani Prasad
April 2026
arXiv | April 2026
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A Fourier Space Perspective on Diffusion Models
Fabian Falck, Teodora Pandeva, Kiarash Zahirnia, Rachel Lawrence, Richard Turner, Edward Meeds, Javier Zazo, Sushrut Karmalkar
May 2025
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Subagents vs Agent Skills: Executing Reusable Knowledge for Long-Horizon Agentic Tasks
Wasu Top Piriyakulkij, Rachel Lawrence, Alicia Curth, Sushrut Karmalkar, Niranjani Prasad
September 2026
arXiv | September 2026
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Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster
Grigory Bartosh, Teodora Pandeva, Sushrut Karmalkar, Javier Zazo
ICLR 2026 | April 2026
-
Parallel Sampling from Masked Diffusion Models via Conditional Independence Testing
Iskander Azangulov, Teodora Pandeva, Niranjani Prasad, Javier Zazo, Sushrut Karmalkar
ICLR 2026 | April 2026
-
Do Transformers Use their Depth Adaptively? Evidence from a Relational Reasoning Task
A. Curth, Rachel Lawrence, Sushrut Karmalkar, Niranjani Prasad
April 2026
arXiv | April 2026
-
A Fourier Space Perspective on Diffusion Models
Fabian Falck, Teodora Pandeva, Kiarash Zahirnia, Rachel Lawrence, Richard Turner, Edward Meeds, Javier Zazo, Sushrut Karmalkar
May 2025
-
-
-
Subagents vs Agent Skills: Executing Reusable Knowledge for Long-Horizon Agentic Tasks
Wasu Top Piriyakulkij, Rachel Lawrence, Alicia Curth, Sushrut Karmalkar, Niranjani Prasad
September 2026
arXiv | September 2026
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Do Transformers Use their Depth Adaptively? Evidence from a Relational Reasoning Task
A. Curth, Rachel Lawrence, Sushrut Karmalkar, Niranjani Prasad
April 2026
arXiv | April 2026
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-
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A Fourier Space Perspective on Diffusion Models
Fabian Falck, Teodora Pandeva, Kiarash Zahirnia, Rachel Lawrence, Richard Turner, Edward Meeds, Javier Zazo, Sushrut Karmalkar
May 2025
-
-
-
Subagents vs Agent Skills: Executing Reusable Knowledge for Long-Horizon Agentic Tasks
Wasu Top Piriyakulkij, Rachel Lawrence, Alicia Curth, Sushrut Karmalkar, Niranjani Prasad
September 2026
arXiv | September 2026
-
Do Transformers Use their Depth Adaptively? Evidence from a Relational Reasoning Task
A. Curth, Rachel Lawrence, Sushrut Karmalkar, Niranjani Prasad
April 2026
arXiv | April 2026
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-
-
Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster
Grigory Bartosh, Teodora Pandeva, Sushrut Karmalkar, Javier Zazo
ICLR 2026 | April 2026
-
Parallel Sampling from Masked Diffusion Models via Conditional Independence Testing
Iskander Azangulov, Teodora Pandeva, Niranjani Prasad, Javier Zazo, Sushrut Karmalkar
ICLR 2026 | April 2026
-
-
-
A Fourier Space Perspective on Diffusion Models
Fabian Falck, Teodora Pandeva, Kiarash Zahirnia, Rachel Lawrence, Richard Turner, Edward Meeds, Javier Zazo, Sushrut Karmalkar
May 2025
-