Kushal Tirumala
7 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(13)
🌉
Interdisciplinary Bridge
Conferences
ICLR (3)
NIPS (2)
ACL (1)
ICML (1)
Top co-authors
Keywords
learning theory
(1)
natural language processing
(1)
model evaluation
(1)
web corpus
(1)
dataset collection
(1)
generalization bound
(1)
data selection
(1)
benchmark framework
(1)
human evaluation
(1)
data collection
(1)
normalized margin
(1)
weight norm
(1)
gaussian process model
(1)
benchmark task
(1)
neural network
(1)
data diversification
(1)
task configuration
(1)
document de-duplication
(1)
llm pretraining
(1)
model embedding
(1)
Papers
The Unreasonable Ineffectiveness of the Deeper Layers
ICLR 2025
Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model
ICLR 2025
Effective pruning of web-scale datasets based on complexity of concept clusters
ICLR 2024
D4: Improving LLM Pretraining via Document De-Duplication and Diversification
NIPS 2023
Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models
NIPS 2022
Dynatask: A Framework for Creating Dynamic AI Benchmark Tasks
ACL 2022
Investigating Generalization by Controlling Normalized Margin
ICML 2022