ICLR 2024 Conference Submissions

MoReDrop: Dropout Without Dropping
Duo Li, Li Jiang, Yichuan Ding, Xue Liu, Victor Wai Kin Chan
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Neural mechanisms of cognitive flexibility: Belief updating in dynamic environments with sparse rewards
John Schwarcz, Jan Philipp Bauer, Gabrielle Marmur, Haneen Rajabi, Eran Lottem, Jonathan Kadmon
- 22 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Topological data analysis on noisy quantum computers
Ismail Yunus Akhalwaya, Shashanka Ubaru, Kenneth L. Clarkson, Mark S. Squillante, Vishnu Jejjala, Yang-Hui He, Kugendran Naidoo, Vasileios Kalantzis, Lior Horesh
- Published: 16 Jan 2024, Last Modified: 15 Apr 2024
- ICLR 2024 oral
- Readers: Everyone
Adversarial Imitation Learning via Boosting
Jonathan Daniel Chang, Dhruv Sreenivas, Yingbing Huang, Kianté Brantley, Wen Sun
- Published: 16 Jan 2024, Last Modified: 16 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
Physics-aware Causal Graph Network for Spatiotemporal Modeling
Sungyong Seo, Zijun Cui, Sam Griesemer, Joshua Hikida, Yan Liu
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Pruning neural networks using FishLeg estimation
Rui Xia, Jamie McGowan, Jezabel R Garcia, Chan-Jan Hsu, Yilei Liang, Guillaume Hennequin, Federica Freddi, Alberto Bernacchia
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Deep ResNIDS: A Multistage AI Framework for Novelty Detection in Network Traffic
Soumyadeep Hore, Ankit Shah, Nathaniel D. Bastian, Jalal Ghadermazi
- 22 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Desk Rejected Submission
- Readers: Everyone
Directed Graph Generation with Heat Kernels
Marc T. Law, Karsten Kreis, Haggai Maron
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Unsupervised Pretraining for Fact Verification by Language Model Distillation
Adrián Bazaga, Pietro Lio, Gos Micklem
- Published: 16 Jan 2024, Last Modified: 21 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
LipSim: A Provably Robust Perceptual Similarity Metric
Sara Ghazanfari, Alexandre Araujo, Prashanth Krishnamurthy, Farshad Khorrami, Siddharth Garg
- Published: 16 Jan 2024, Last Modified: 15 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
Deep Variational Multivariate Information Bottleneck - A Framework for Variational Losses
Eslam Abdelaleem, Ilya Nemenman, K. Michael Martini
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Learning to Generate Better than your Large Language Models
Jonathan Daniel Chang, Kianté Brantley, Rajkumar Ramamurthy, Dipendra Misra, Wen Sun
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Does Progress On Object Recognition Benchmarks Improve Generalization on Crowdsourced, Global Data?
Megan Richards, Polina Kirichenko, Diane Bouchacourt, Mark Ibrahim
- Published: 16 Jan 2024, Last Modified: 17 Apr 2024
- ICLR 2024 poster
- Readers: Everyone
TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series
Arjun Ashok, Étienne Marcotte, Valentina Zantedeschi, Nicolas Chapados, Alexandre Drouin
- Published: 16 Jan 2024, Last Modified: 16 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
A ROBUST DIFFERENTIAL NEURAL ODE OPTIMIZER
Panagiotis Theodoropoulos, Guan-Horng Liu, Tianrong Chen, Augustinos D Saravanos, Evangelos Theodorou
- Published: 16 Jan 2024, Last Modified: 15 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
XAI Procedural Fairness Auditing Framework: avoid misguided outcomes by refocusing on fairness properties
Lauren Alvarez, Veronica Catete
- 22 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Simultaneous Dimensionality Reduction: A Data Efficient Approach for Multimodal Representations Learning
Eslam Abdelaleem, Ahmed Roman, K. Michael Martini, Ilya Nemenman
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
HeteroSFL: Split Federated Learning with heterogeneous clients and non-IID data
Xing Chen, Jingtao Li, Deliang Fan, Chaitali Chakrabarti
- 22 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Variance-Covariance Regularization Improves Representation Learning
Jiachen Zhu, Ravid Shwartz-Ziv, Yubei Chen, Yann LeCun
- 22 Sept 2023 (modified: 25 Mar 2024)
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Simple-TTS: End-to-End Text-to-Speech Synthesis with Latent Diffusion
Justin Lovelace, Soham Ray, Kwangyoun Kim, Kilian Q Weinberger, Felix Wu
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
BaFTA: Backprop-Free Test-Time Adaptation for Zero-shot Vision Language Models
Xuefeng Hu, Ke Zhang, Min Sun, Albert Y. C. Chen, Cheng-Hao Kuo, Ram Nevatia
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
Rapid Learning without Catastrophic Forgetting in the Morris Water Maze
Raymond Wang, Jaedong Hwang, Akhilan Boopathy, Ila R Fiete
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
VideoGLUE: Video General Understanding Evaluation of Foundation Models
Liangzhe Yuan, Nitesh Bharadwaj Gundavarapu, Long Zhao, Hao Zhou, Yin Cui, Lu Jiang, Xuan Yang, Menglin Jia, Tobias Weyand, Luke Friedman, Mikhail Sirotenko, Huisheng Wang, Florian Schroff, Hartwig Adam, Ming-Hsuan Yang, Ting Liu, Boqing Gong
- 22 Sept 2023 (modified: 11 Feb 2024)
- Submitted to ICLR 2024
- Readers: Everyone
A Primal-Dual Approach to Solving Variational Inequalities with General Constraints
Tatjana Chavdarova, Tong Yang, Matteo Pagliardini, Michael Jordan
- Published: 16 Jan 2024, Last Modified: 18 Mar 2024
- ICLR 2024 poster
- Readers: Everyone
TiC-CLIP: Continual Training of CLIP Models
Saurabh Garg, Mehrdad Farajtabar, Hadi Pouransari, Raviteja Vemulapalli, Sachin Mehta, Oncel Tuzel, Vaishaal Shankar, Fartash Faghri
- Published: 16 Jan 2024, Last Modified: 21 Mar 2024
- ICLR 2024 poster
- Readers: Everyone