ICLR 2024 TinyPapers Submissions

Distilled Self-Critique of LLMs with Synthetic Data: a Bayesian Perspective
Victor Gallego
- Published: 19 Mar 2024, Last Modified: 27 Apr 2024
- Tiny Papers @ ICLR 2024 Notable
- Readers: Everyone
Enhancing Fairness in In-Context Learning: Prioritizing Minority Samples in Demonstrations
Jingyu Hu, Mengnan Du
- Published: 19 Mar 2024, Last Modified: 30 Mar 2024
- Tiny Papers @ ICLR 2024 Archive
- Readers: Everyone
Lost or Liberated? A Dive into Bidirectional Transformer LMs Without Positional Encoding
Urchade Zaratiana
- Published: 19 Mar 2024, Last Modified: 22 Apr 2024
- Tiny Papers @ ICLR 2024 Present
- Readers: Everyone
Policy Gradient with Tree Search (PGTS) in Reinforcement Learning Evades Local Maxima
Navdeep Kumar, Priyank Agrawal, Kfir Yehuda Levy, Shie Mannor
- Published: 19 Mar 2024, Last Modified: 14 Aug 2024
- Tiny Papers @ ICLR 2024 Present
- Readers: Everyone
Parameter and Data Efficient Spectral Style-DCGAN
Aryan Garg
- Published: 19 Mar 2024, Last Modified: 31 Mar 2024
- Tiny Papers @ ICLR 2024 Notable
- Readers: Everyone
Entropy-aided prompt Federated learning
Jiaming Pei, Haotian Wu
- Published: 19 Mar 2024, Last Modified: 03 Apr 2024
- Tiny Papers @ ICLR 2024 Archive
- Readers: Everyone
Distributionally Robust Federated Learning with Wasserstein Barycenter
Wenqian Li, Shuran Fu, Yan Pang
- Published: 19 Mar 2024, Last Modified: 19 Mar 2024
- Tiny Papers @ ICLR 2024 Archive
- Readers: Everyone
Emoji Kitchen with Controlled Fusion
ChengAo Shen, Siyuan Mu, Ge Diao
- Published: 19 Mar 2024, Last Modified: 30 Mar 2024
- Tiny Papers @ ICLR 2024 Present
- Readers: Everyone
Learning to Reason with Autoregressive In-Context Distillation
Yuxuan Liu
- Published: 19 Mar 2024, Last Modified: 24 May 2024
- Tiny Papers @ ICLR 2024 Present
- Readers: Everyone
ONLS: Optimal Noise Level Search in Diffusion Autoencoders Without Fine-Tuning
Zihan Wang
- Published: 19 Mar 2024, Last Modified: 21 May 2024
- Tiny Papers @ ICLR 2024 Present
- Readers: Everyone
Solar Panel Segmentation: Self-Supervised Learning Solutions for Imperfect Datasets
Sankarshanaa Sagaram, Laven Srivastava, Krish Didwania, Aditya Kasliwal, Pallavi Kailas, Ujjwal Verma
- Published: 19 Mar 2024, Last Modified: 31 May 2024
- Tiny Papers @ ICLR 2024 Archive
- Readers: Everyone
G-PECNet: Towards a Generalizable Pedestrian Trajectory Prediction System
Aryan Garg, Renu Rameshan
- Published: 19 Mar 2024, Last Modified: 31 Mar 2024
- Tiny Papers @ ICLR 2024 Notable
- Readers: Everyone
SD-NAE: Generating Natural Adversarial Examples with Stable Diffusion
Yueqian Lin, Jingyang Zhang, Yiran Chen, Hai Li
- Published: 19 Mar 2024, Last Modified: 14 May 2024
- Tiny Papers @ ICLR 2024 Present
- Readers: Everyone
Adverb Is the Key: Simple Text Data Augmentation with Adverb Deletion
Juhwan Choi, YoungBin Kim
- Published: 19 Mar 2024, Last Modified: 29 Mar 2024
- Tiny Papers @ ICLR 2024 Present
- Readers: Everyone
Colorful Cutout: Enhancing Image Data Augmentation with Curriculum Learning
Juhwan Choi, YoungBin Kim
- Published: 19 Mar 2024, Last Modified: 29 Mar 2024
- Tiny Papers @ ICLR 2024 Notable
- Readers: Everyone
Frustratingly Simple Prompting-based Text Denoising
Jungyeul Park, Mengyang Qiu
- Published: 19 Mar 2024, Last Modified: 30 Mar 2024
- Tiny Papers @ ICLR 2024 Present
- Readers: Everyone
Towards Faster Global Convergence of Robust Policy Gradient Methods
Navdeep Kumar, Ilnura Usmanova, Kfir Yehuda Levy, Shie Mannor
- Published: 19 Mar 2024, Last Modified: 19 Mar 2024
- Tiny Papers @ ICLR 2024 Present
- Readers: Everyone
Combinatorial CNNs for words
Karen Sargsyan
- Published: 19 Mar 2024, Last Modified: 22 May 2024
- Tiny Papers @ ICLR 2024 Archive
- Readers: Everyone
Generalize Neural Network Through Smooth Hypothesis Function
Yupu Yao
- Published: 19 Mar 2024, Last Modified: 17 Jun 2024
- Tiny Papers @ ICLR 2024 Archive
- Readers: Everyone
Policy Gradient for Reinforcement Learning with General Utilities
Navdeep Kumar, Kaixin Wang, Utkarsh Pratiush, Kfir Yehuda Levy, Shie Mannor
- Published: 19 Mar 2024, Last Modified: 30 Apr 2024
- Tiny Papers @ ICLR 2024 Present
- Readers: Everyone
Even a single simple augmentation with Self-Supervised Learning can be helpful for the downstream tasks
Evgenii Pishchik
- Published: 19 Mar 2024, Last Modified: 30 Mar 2024
- Tiny Papers @ ICLR 2024 Archive
- Readers: Everyone