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ICLR 2024 Conference Submissions
Holmex: Human-Guided Spurious Correlation Detection and Black-box Model Fixing
Longtao Tang
,
Xufang Luo
,
Dongqi Han
,
Yu Yang
,
Dongsheng Li
22 Sept 2023 (modified: 11 Feb 2024)
Submitted to ICLR 2024
Readers:
Everyone
A Latent Generative Model for Closed-set and Open-set Recognition
Cheng Han
,
Qifan Wang
,
Ying Nian Wu
,
Wenguan Wang
,
Siyuan Qi
22 Sept 2023 (modified: 25 Mar 2024)
ICLR 2024 Conference Withdrawn Submission
Readers:
Everyone
Class-Incremental Continual Learning for Multi-View Clustering
Shengsheng Qian
,
Shengjie Zhang
,
Dizhan Xue
,
Huaiwen Zhang
,
Changsheng Xu
22 Sept 2023 (modified: 11 Feb 2024)
Submitted to ICLR 2024
Readers:
Everyone
Split and Merge Proxy: pre-training protein inter-chain contact prediction by mining rich information from monomer data
Hao Du
,
Yuchen Ren
,
Yan Lu
,
He Huang
,
Yating Liu
,
Zhendong Mao
,
Xinqi Gong
,
Wanli Ouyang
22 Sept 2023 (modified: 11 Feb 2024)
Submitted to ICLR 2024
Readers:
Everyone
KVTQ: Compressing the KV Cache to Hardware Efficient Ternary Digits by Fine-Grained Dynamic Quantization
Ruipeng Kang
,
xiao zheng
,
patrick lp
,
Liufeng Wang
,
minquan fang
,
Zhengbiao Wu
,
Xiantao Zhang
22 Sept 2023 (modified: 11 Feb 2024)
Submitted to ICLR 2024
Readers:
Everyone
Normalizing Flows For Out of Distribution Detection via Latent Density Estimation
Evan Cook
,
Marc-Antoine Lavoie
,
Steven L. Waslander
22 Sept 2023 (modified: 11 Feb 2024)
Submitted to ICLR 2024
Readers:
Everyone
Coeditor: Leveraging Repo-level Diffs for Code Auto-editing
Jiayi Wei
,
Greg Durrett
,
Isil Dillig
Published: 16 Jan 2024, Last Modified: 05 Mar 2024
ICLR 2024 spotlight
Readers:
Everyone
Ref-Diff: Zero-shot Referring Image Segmentation with Generative Models
Minheng Ni
,
Yabo Zhang
,
Kailai Feng
,
Xiaoming Li
,
Yiwen Guo
,
Wangmeng Zuo
22 Sept 2023 (modified: 25 Mar 2024)
ICLR 2024 Conference Withdrawn Submission
Readers:
Everyone
DistillSpec: Improving Speculative Decoding via Knowledge Distillation
Yongchao Zhou
,
Kaifeng Lyu
,
Ankit Singh Rawat
,
Aditya Krishna Menon
,
Afshin Rostamizadeh
,
Sanjiv Kumar
,
Jean-François Kagy
,
Rishabh Agarwal
Published: 16 Jan 2024, Last Modified: 12 Mar 2024
ICLR 2024 poster
Readers:
Everyone
Boosting the Adversarial Robustness of Graph Neural Networks: An OOD Perspective
Kuan Li
,
YiWen Chen
,
Yang Liu
,
Jin Wang
,
Qing He
,
Minhao Cheng
,
Xiang Ao
Published: 16 Jan 2024, Last Modified: 11 Apr 2024
ICLR 2024 poster
Readers:
Everyone
Conditional Support Alignment for Domain Adaptation with Label Shift
Anh T Nguyen
,
Tung Lam Tran
,
Anh Tong
,
Tuan-Duy H. Nguyen
,
Toan Tran
22 Sept 2023 (modified: 18 Dec 2024)
Submitted to ICLR 2024
Readers:
Everyone
FedSRC: Federated Learning with Self-Regulating Clients
Zahidur Talukder
,
Muhammad Rana
,
Keaton Hamm
,
Mohammad A Islam
22 Sept 2023 (modified: 11 Feb 2024)
Submitted to ICLR 2024
Readers:
Everyone
DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning
Jing Xiong
,
Zixuan Li
,
Chuanyang Zheng
,
Zhijiang Guo
,
Yichun Yin
,
Enze Xie
,
Zhicheng YANG
,
Qingxing Cao
,
Haiming Wang
,
Xiongwei Han
,
Jing Tang
,
Chengming Li
,
Xiaodan Liang
Published: 16 Jan 2024, Last Modified: 17 Mar 2024
ICLR 2024 poster
Readers:
Everyone
LRR: Language-Driven Resamplable Continuous Representation against Adversarial Tracking Attacks
Jianlang Chen
,
Xuhong Ren
,
Qing Guo
,
Felix Juefei-Xu
,
Di Lin
,
Wei Feng
,
Lei Ma
,
Jianjun Zhao
Published: 16 Jan 2024, Last Modified: 14 Apr 2024
ICLR 2024 poster
Readers:
Everyone
Leveraging Human Revisions for Improving Text-to-Layout Models
Amber Xie
,
Chin-Yi Cheng
,
Forrest Huang
,
Yang Li
22 Sept 2023 (modified: 11 Feb 2024)
Submitted to ICLR 2024
Readers:
Everyone
Divide and Orthogonalize: Efficient Continual Learning with Local Model Space Projection
Jin Shang
,
Simone Shao
,
Tian Tong
,
Fan Yang
,
Yetian Chen
,
Yang Jiao
,
Jia Liu
,
Yan Gao
22 Sept 2023 (modified: 11 Feb 2024)
Submitted to ICLR 2024
Readers:
Everyone
FITS: Modeling Time Series with $10k$ Parameters
Zhijian Xu
,
Ailing Zeng
,
Qiang Xu
Published: 16 Jan 2024, Last Modified: 15 Mar 2024
ICLR 2024 spotlight
Readers:
Everyone
Differentially Private One Permutation Hashing
Xiaoyun Li
,
Ping Li
22 Sept 2023 (modified: 11 Feb 2024)
Submitted to ICLR 2024
Readers:
Everyone
Benchmarking Deletion Metrics with the Principled Explanations
Yipei Wang
,
Xiaoqian Wang
22 Sept 2023 (modified: 11 Feb 2024)
Submitted to ICLR 2024
Readers:
Everyone
PUMA: Secure Inference of LLaMA-7B in Five Minutes
Ye Dong
,
Wen-jie Lu
,
Yancheng Zheng
,
Haoqi Wu
,
Derun Zhao
,
Jin Tan
,
Zhicong Huang
,
Cheng Hong
,
Tao Wei
,
Wenguang Chen
22 Sept 2023 (modified: 11 Feb 2024)
Submitted to ICLR 2024
Readers:
Everyone
Data Curation for Large Scale Detection Pretraining
Vivek Ramanujan
,
Haotian Zhang
,
Yinfei Yang
,
Ali Farhadi
,
Alexander T Toshev
,
Ludwig Schmidt
,
Jonathon Shlens
,
Vaishaal Shankar
22 Sept 2023 (modified: 25 Mar 2024)
ICLR 2024 Conference Withdrawn Submission
Readers:
Everyone
Structural Knowledge Informed Continual Multivariate Time Series Forecasting
Zijie Pan
,
Yushan Jiang
,
Dongjin Song
,
Fernando Gama
,
Sahil Garg
,
Kashif Rasul
,
Anderson Schneider
,
Yuriy Nevmyvaka
22 Sept 2023 (modified: 11 Feb 2024)
Submitted to ICLR 2024
Readers:
Everyone
Prediction-Consistent Koopman Autoencoders
Indranil Nayak
,
Debdipta Goswami
,
Mrinal Kumar
,
Fernando L. Teixeira
22 Sept 2023 (modified: 25 Mar 2024)
ICLR 2024 Conference Withdrawn Submission
Readers:
Everyone
Meta-Transformer: A Unified Framework for Multimodal Learning
Yiyuan Zhang
,
Kaixiong Gong
,
Kaipeng Zhang
,
Hongsheng Li
,
Yu Qiao
,
Wanli Ouyang
,
Xiangyu Yue
22 Sept 2023 (modified: 25 Mar 2024)
ICLR 2024 Conference Withdrawn Submission
Readers:
Everyone
Harnessing the Power of Federated Learning in Federated Contextual Bandits
Chengshuai Shi
,
Ruida Zhou
,
Kun Yang
,
Cong Shen
22 Sept 2023 (modified: 25 Mar 2024)
ICLR 2024 Conference Withdrawn Submission
Readers:
Everyone
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