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ICLR
ICLR 2025 Conference Submissions
HelpSteer2-Preference: Complementing Ratings with Preferences
Zhilin Wang
,
Alexander Bukharin
,
Olivier Delalleau
,
Daniel Egert
,
Gerald Shen
,
Jiaqi Zeng
,
Oleksii Kuchaiev
,
Yi Dong
Published: 22 Jan 2025, Last Modified: 01 Mar 2025
ICLR 2025 Poster
Readers:
Everyone
Multi-Modal Foundation Models Induce Interpretable Molecular Graph Languages
Michael Sun
,
Gang Liu
,
Weize Yuan
,
Wojciech Matusik
,
Jie Chen
27 Sept 2024 (modified: 01 Dec 2024)
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Quantum Architecture Search With Unsupervised Representation Learning
Yize Sun
,
Zixin Wu
,
Yunpu Ma
,
Volker Tresp
27 Sept 2024 (modified: 27 Nov 2024)
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Policy optimization emerges from noisy representation learning
Jonah Brenner
,
Chenguang Li
,
Gabriel Kreiman
27 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
Aya in Action: An Investigation of its Abilities in Aspect-Based Sentiment Analysis, Hate Speech Detection, Irony Detection, and Question-Answering
Julia da Rocha Junqueira
,
Emerson P. Lopes
,
Eduarda Abreu Carvalho
,
Larissa Astrogildo de freitas
,
Ulisses Brisolara Corrêa
27 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
NaN Pooling and Convolution Accelerate U-Nets
Inés Gonzalez Pepe
,
Vinuyan Sivakolunthu
,
Jacob Fortin
,
Yohan Chatelain
,
Tristan Glatard
27 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
Parsing the Language of Expressions: Enhancing Symbolic Regression with Domain-Aware Symbolic Priors
Sikai Huang
,
Tara Adusumilli
,
Kusum Choudhary
,
Yixin Wen
,
Haizhao Yang
27 Sept 2024 (modified: 16 Dec 2024)
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Does Instruction Tuning Reduce Diversity? A Case Study Using Code Generation
Alexander Shypula
,
Shuo Li
,
Botong Zhang
,
Vishakh Padmakumar
,
Kayo Yin
,
Osbert Bastani
27 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
FairDropout: Using Example-Tied Dropout to Enhance Generalization for Minority Groups
geraldin nanfack
,
Eugene Belilovsky
27 Sept 2024 (modified: 15 Nov 2024)
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Collu-Bench: A Benchmark for Predicting LLM Hallucinations in Code
Nan Jiang
,
Qi Li
,
Lin Tan
,
Tianyi Zhang
27 Sept 2024 (modified: 27 Nov 2024)
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
The Promises and Pitfalls of Language Models for Structured Numerical Data
Nate Gruver
,
Marc Anton Finzi
,
Dylan Sam
,
J Zico Kolter
,
Ben Athiwaratkun
,
Andrew Gordon Wilson
27 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
Data Augmentation via Genomic Foundation Models for Pseudoknot-Inclusive RNA Secondary Structure Prediction
Jack Cole
,
Heng Yang
,
Ke Li
27 Sept 2024 (modified: 29 Nov 2024)
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
WaveFormer: Leveraging Wavelet Transformation for Multi-Scale Token Interactions in Hierarchical Transformers
MD Mahfuz Al Hasan
,
Mahdi Zaman
,
Alberto Santamaria-Pang
,
Abdul Jawad
,
Ho Hin Lee
,
Antika Roy
,
Yaser Fallah
,
Ivan Tarapov
,
Navid Asadi
,
Reza Forghani
27 Sept 2024 (modified: 25 Nov 2024)
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Shared-AE: Automatic Identification of Shared Subspaces in High-dimensional Neural and Behavioral Activity
Daiyao Yi
,
Hao Dong
,
Michael James Higley
,
Anne Churchland
,
Shreya Saxena
Published: 22 Jan 2025, Last Modified: 15 Mar 2025
ICLR 2025 Poster
Readers:
Everyone
Enhancing Audio--Language Models through Self--Supervised Post--Training with Text--Audio Pairs
Anshuman Sinha
,
Camille Migozzi
,
Aubin REY
,
Chao Zhang
27 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
Bounds on $L_p$ Errors in Density Ratio Estimation via $f$-Divergence Loss Functions
Yoshiaki Kitazawa
Published: 22 Jan 2025, Last Modified: 19 Mar 2025
ICLR 2025 Poster
Readers:
Everyone
Transformer-Based CT Anomaly Detection and Auto-Segmentation of Sparse Lung Nodules
Hooman Ramezani
27 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
A Variational Approach for Generative Speech Language Modeling
Li-Wei Chen
,
Takuya Higuchi
,
Zakaria Aldeneh
,
Ahmed Hussen Abdelaziz
,
Alexander Rudnicky
27 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
Palu: KV-Cache Compression with Low-Rank Projection
Chi-Chih Chang
,
Wei-Cheng Lin
,
Chien-Yu Lin
,
Chong-Yan Chen
,
Yu-Fang Hu
,
Pei-Shuo Wang
,
Ning-Chi Huang
,
Luis Ceze
,
Mohamed S. Abdelfattah
,
Kai-Chiang Wu
Published: 22 Jan 2025, Last Modified: 02 Mar 2025
ICLR 2025 Poster
Readers:
Everyone
The HALoGen Benchmark: Fantastic LLM Hallucinations and Where To Find Them
Abhilasha Ravichander
,
Shrusti Ghela
,
David Wadden
,
Yejin Choi
27 Sept 2024 (modified: 15 Oct 2024)
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
fPLSA: Learning Semantic Structures in Document Collections Using Foundation Models
Weijia Xu
,
Nebojsa Jojic
,
Nicolas Le Roux
27 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
If Optimizing for general parameters in chemistry is useful, why is it hardly done?
Stefan P. Schmid
,
Ella Miray Rajaonson
,
Cher Tian Ser
,
Mohammad Haddadnia
,
Shi Xuan Leong
,
Alan Aspuru-Guzik
,
Agustinus Kristiadi
,
Kjell Jorner
,
Felix Strieth-Kalthoff
27 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
Liliang Ren
,
Yang Liu
,
Yadong Lu
,
yelong shen
,
Chen Liang
,
Weizhu Chen
Published: 22 Jan 2025, Last Modified: 28 Feb 2025
ICLR 2025 Poster
Readers:
Everyone
GLoRA: Geometric Adaptive Ranks for Efficient LoRA Fine-Tuning
Abdessalam Ed-dib
,
Zhanibek Datbayev
,
Amine M. Aboussalah
27 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
Natural Policy Gradient for Average Reward Non-Stationary RL
Neharika Jali
,
Eshika Pathak
,
Pranay Sharma
,
Guannan Qu
,
Gauri Joshi
27 Sept 2024 (modified: 05 Feb 2025)
Submitted to ICLR 2025
Readers:
Everyone
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