Jaewoong Cho

Kangwook Lee

Trans. Mach. Learn. Res., 2024

Mini-Batch Optimization of Contrastive Loss.

[BibT_eX]

[DOI]

Kangwook Lee

Trans. Mach. Learn. Res., 2024

Efficient Generative Modeling with Residual Vector Quantization-Based Tokens.

[BibT_eX]

[DOI]

CoRR, 2024

Lexico: Extreme KV Cache Compression via Sparse Coding over Universal Dictionaries.

[BibT_eX]

[DOI]

Junhyuck Kim

Jongho Park

CoRR, 2024

Rare-to-Frequent: Unlocking Compositional Generation Power of Diffusion Models on Rare Concepts with LLM Guidance.

[BibT_eX]

[DOI]

CoRR, 2024

Bridging the Gap between Expert and Language Models: Concept-guided Chess Commentary Generation and Evaluation.

[BibT_eX]

[DOI]

CoRR, 2024

Fast and Accurate Neural Rendering Using Semi-Gradients.

[BibT_eX]

[DOI]

In-Young Cho

CoRR, 2024

Task Diversity Shortens the ICL Plateau.

[BibT_eX]

[DOI]

CoRR, 2024

DiTTo-TTS: Efficient and Scalable Zero-Shot Text-to-Speech with Diffusion Transformer.

[BibT_eX]

[DOI]

CoRR, 2024

Simple Drop-in LoRA Conditioning on Attention Layers Will Improve Your Diffusion Model.

[BibT_eX]

[DOI]

CoRR, 2024

A Simple Framework to Accelerate Multilingual Language Model for Monolingual Text Generation.

[BibT_eX]

[DOI]

Jimin Hong

Gibbeum Lee

CoRR, 2024

SAiD: Speech-driven Blendshape Facial Animation with Diffusion.

[BibT_eX]

[DOI]

Inkyu Park

CoRR, 2024

Latent Paraphrasing: Perturbation on Layers Improves Knowledge Injection in Language Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Can Mamba Learn How To Learn? A Comparative Study on In-Context Learning Tasks.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

A Simple Early Exiting Framework for Accelerated Sampling in Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Image Clustering Conditioned on Text Criteria.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

CLaM-TTS: Improving Neural Codec Language Model for Zero-Shot Text-to-Speech.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Accelerating Multilingual Language Model for Excessively Tokenized Languages.

[BibT_eX]

[DOI]

Jimin Hong

Gibbeum Lee

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Addressing Feature Imbalance in Sound Source Separation.

[BibT_eX]

[DOI]

CoRR, 2023

Censored Sampling of Diffusion Models Using 3 Minutes of Human Feedback.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Equal Experience in Recommender Systems.

[BibT_eX]

[DOI]

Moonseok Choi

CoRR, 2022

2020

A Fair Classifier Using Kernel Density Estimation.

[BibT_eX]

[DOI]

Gyeongjo Hwang

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

A Fair Classifier Using Mutual Information.

[BibT_eX]

[DOI]

Gyeongjo Hwang

Proceedings of the IEEE International Symposium on Information Theory, 2020

2019

Wasserstein GAN Can Perform PCA.

[BibT_eX]

[DOI]

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

2018

Two-Way Interference Channel Capacity: How to Have the Cake and Eat It Too.

[BibT_eX]

[DOI]

David Tse

IEEE Trans. Inf. Theory, 2018

2016

To feedback or not to feedback.

[BibT_eX]

[DOI]

David Tse