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ICLR
ICLR 2025 Conference Submissions
Information Bottleneck for Active Feature Acquisition
Alexander Luke Ian Norcliffe
,
Changhee Lee
,
Fergus Imrie
,
Mihaela van der Schaar
,
Pietro Lio
27 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
Q-SFT: Q-Learning for Language Models via Supervised Fine-Tuning
Joey Hong
,
Anca Dragan
,
Sergey Levine
Published: 22 Jan 2025, Last Modified: 16 Mar 2025
ICLR 2025 Poster
Readers:
Everyone
MM-EMBED: UNIVERSAL MULTIMODAL RETRIEVAL WITH MULTIMODAL LLMS
Sheng-Chieh Lin
,
Chankyu Lee
,
Mohammad Shoeybi
,
Jimmy Lin
,
Bryan Catanzaro
,
Wei Ping
Published: 22 Jan 2025, Last Modified: 02 Mar 2025
ICLR 2025 Poster
Readers:
Everyone
Spark Transformer: How Many FLOPs is a Token Worth?
Chong You
,
Kan Wu
,
Zhipeng Jia
,
Lin Chen
,
Srinadh Bhojanapalli
,
Praneeth Netrapalli
,
Jeremiah J. Willcock
,
Suvinay Subramanian
,
Felix Chern
,
Alek Andreev
,
Shreya Pathak
,
Felix Yu
,
Prateek Jain
,
David E Culler
,
Henry Levy
,
Sanjiv Kumar
27 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
QuantRad: Advancing Quantitative Reliability in Radiology Report Generation with Cascaded Decoders
Ying Jin
,
Noel C Codella
,
Yanbo Xu
,
Haoquan Fang
,
Yu Gu
,
Mu Wei
,
Jenq-Neng Hwang
27 Sept 2024 (modified: 31 Oct 2024)
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
On more accurate alignment modeling methods for automatic speech recognition
Albert Zeyer
,
Tina Raissi
,
Ralf Schlüter
,
Hermann Ney
27 Sept 2024 (modified: 03 Dec 2024)
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
In Praise of Stubbornness: The Case for Cognitive-Dissonance Aware Continual Update of Knowledge in LLMs
Simone Clemente
,
Zied Ben Houidi
,
Alexis Huet
,
Dario Rossi
,
Giulio Franzese
,
Pietro Michiardi
27 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
RNNs are not Transformers (Yet): The Key Bottleneck on In-Context Retrieval
Kaiyue Wen
,
Xingyu Dang
,
Kaifeng Lyu
Published: 22 Jan 2025, Last Modified: 02 Mar 2025
ICLR 2025 Poster
Readers:
Everyone
DC-Spin: A Speaker-invariant Speech Tokenizer For Spoken Language Models
Heng-Jui Chang
,
Hongyu Gong
,
Changhan Wang
,
James R. Glass
,
Yu-An Chung
27 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
Interactive Dialogue Agents via Reinforcement Learning with Hindsight Regenerations
Joey Hong
,
Jessica Lin
,
Sergey Levine
,
Anca Dragan
27 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
Regressing the Relative Future: Efficient Policy Optimization for Multi-turn RLHF
Zhaolin Gao
,
Wenhao Zhan
,
Jonathan Daniel Chang
,
Gokul Swamy
,
Kianté Brantley
,
Jason D. Lee
,
Wen Sun
Published: 22 Jan 2025, Last Modified: 28 Feb 2025
ICLR 2025 Poster
Readers:
Everyone
Efficiently Identifying Watermarked Segments in Mixed-Source Texts
Xuandong Zhao
,
Chenwen Liao
,
Yu-Xiang Wang
,
Lei Li
27 Sept 2024 (modified: 07 Dec 2024)
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Foundation Vision Models are Unsupervised Image Canonicalizers
Utkarsh Singhal
,
Ryan Feng
,
Stella X. Yu
,
Atul Prakash
27 Sept 2024 (modified: 23 Jan 2025)
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Diffusing States and Matching Scores: A New Framework for Imitation Learning
Runzhe Wu
,
Yiding Chen
,
Gokul Swamy
,
Kianté Brantley
,
Wen Sun
Published: 22 Jan 2025, Last Modified: 01 Mar 2025
ICLR 2025 Poster
Readers:
Everyone
Linear Representations of Political Perspective Emerge in Large Language Models
Junsol Kim
,
James Evans
,
Aaron Schein
Published: 22 Jan 2025, Last Modified: 02 Apr 2025
ICLR 2025 Oral
Readers:
Everyone
Understanding the Interplay between Parametric and Contextual Knowledge for Large Language Models
Sitao Cheng
,
Liangming Pan
,
Xunjian Yin
,
Xinyi Wang
,
William Yang Wang
27 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
Towards continuous machine learning on periodic crystals by ultra-fast invariants
Daniel Eric Widdowson
,
Vitaliy Kurlin
27 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
Behavioral Entropy-Guided Dataset Generation for Offline Reinforcement Learning
Wesley A. Suttle
,
Aamodh Suresh
,
Carlos Nieto-Granda
Published: 22 Jan 2025, Last Modified: 27 Feb 2025
ICLR 2025 Poster
Readers:
Everyone
Resolving Domain Shift For Representations Of Speech In Non-Invasive Brain Recordings
Jeremiah Ridge
,
Oiwi Parker Jones
27 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
Small features matter: Robust representation for world models
Zarif Ikram
,
Miranda Anna Christ
,
Ling Pan
,
Dianbo Liu
27 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
Rational Metareasoning for Large Language Models
C. Nicolò De Sabbata
,
Theodore Sumers
,
Thomas L. Griffiths
27 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
Context-aware Dynamic Pruning for Speech Foundation Models
Masao Someki
,
Yifan Peng
,
Siddhant Arora
,
Markus Müller
,
Athanasios Mouchtaris
,
Grant Strimel
,
Jing Liu
,
Shinji Watanabe
Published: 22 Jan 2025, Last Modified: 15 Mar 2025
ICLR 2025 Poster
Readers:
Everyone
Consistency-based Black-box Uncertainty Quantification for Text-to-SQL by Similarity Aggregation
Debarun Bhattacharjya
,
Balaji Ganesan
,
Radu Marinescu
,
Katsiaryna Mirylenka
,
Junkyu Lee
,
Michael Glass
,
Xiao Shou
27 Sept 2024 (modified: 15 Dec 2024)
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
From Pixels to Prose: A Large Dataset of Dense Image Captions
Vasu Singla
,
Kaiyu Yue
,
Sukriti Paul
,
Reza Shirkavand
,
Bethmage Mayuka Jayawardhana
,
Alireza Ganjdanesh
,
Heng Huang
,
Abhinav Bhatele
,
Gowthami Somepalli
,
Tom Goldstein
27 Sept 2024 (modified: 09 Dec 2024)
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Infinite-Resolution Integral Noise Warping for Diffusion Models
Yitong Deng
,
Winnie Lin
,
Lingxiao Li
,
Dmitriy Smirnov
,
Ryan D Burgert
,
Ning Yu
,
Vincent Dedun
,
Mohammad H. Taghavi
Published: 22 Jan 2025, Last Modified: 14 Mar 2025
ICLR 2025 Poster
Readers:
Everyone
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