AI PaperTrails

The frontier of LLMs @ NeurIPS '25

5 research themes and 70+ papers to understand the jagged line of what's now and what's next

Nov 30, 2025 • Prakash Kagitha

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Chain of thought is computation

Framework to understand "thinking" in LLMs, from Dale Schuurmans's keynote at Reinforcement Learning Conference.

Nov 7, 2025 • Prakash Kagitha

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September 2025

Large reasoning models research at COLM 2025

State of research in scaling reasoning, the current paradigm for improving LLMs

Sep 13, 2025 • Prakash Kagitha

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July 2024

ICML 2024 Orals (top 10%): Summaries of interesting papers

ICML, one of the top machine learning conferences, is happening this week.

Jul 23, 2024 • Prakash Kagitha

February 2021

Knowledge Distillation Research Review

The latest advances and insights for Neural Network model compression with Knowledge Distillation

Feb 5, 2021 • Prakash Kagitha

January 2021

Neural Network Quantization Research Review

The latest advances and insights for Neural Network model compression with Quantization

Jan 19, 2021 • Prakash Kagitha

December 2020

Neural Network Pruning Research Review 2020

The latest advances and insights towards Neural Network model compression with Pruning

Dec 24, 2020 • Prakash Kagitha

NeurIPS 2020 Papers: Takeaways of a Deep Learning Engineer (Part 2 of 3)— Computer Vision

NeurIPS 2020 Papers: Takeaways of a Deep Learning Engineer— Computer Vision

Dec 5, 2020 • Prakash Kagitha

November 2020

NeurIPS 2020 Papers: A Deep Learning Engineer’s Takeaway

NeurIPS 2020 Papers: Takeaways for a Deep Learning Engineer

Nov 27, 2020 • Prakash Kagitha

April 2020

ICLR 2020 papers: On Compositional/Systematic generalization (including ours)

An introduction to systematic generalization and a summary of 4 papers from ICLR 2020

Apr 26, 2020 • Prakash Kagitha

October 2019

Computer Vision and Computer Vision applied

Computer Vision is a scientific endeavor that aims to automate the human visual system, not necessarily aims to imitate it but emulate all the ability…

Oct 24, 2019 • Prakash Kagitha

December 2018

NIPS/NeurIPS 2018: Best* of the First Two Poster Sessions

NeurIPS is a great conference attracting the state of the art in almost every aspect of machine learning research.

Dec 4, 2018 • Prakash Kagitha