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Articles by Jack Lanchantin

LLM Pretraining with Continuous Concepts
12 February 2025 by Jihoon Tack and others
Machine Learning, Computation and Language
Diverse Preference Optimization
10 February 2025 by Jack Lanchantin and others
Computation and Language
Adaptive Decoding via Latent Preference Optimization
14 November 2024 by Shehzaad Dhuliawala and others
Computation and Language
TOOLVERIFIER: Generalization to New Tools via Self-Verification
13 March 2024 by Dheeraj Mekala and others at LogoUC San Diego
Computation and Language
Learning to Reason and Memorize with Self-Notes
31 October 2023 by Jack Lanchantin and others
Machine Learning, Artificial Intelligence
A Data Source for Reasoning Embodied Agents
14 September 2023 by Jack Lanchantin and others
Machine Learning, Artificial Intelligence
General Multi-label Image Classification with Transformers
27 November 2020 by Jack Lanchantin and others
Computer Vision and Pattern Recognition, Artificial Intelligence
Reevaluating Adversarial Examples in Natural Language
5 October 2020 by John Morris and others
Computation and Language, Artificial Intelligence
Graph Convolutional Networks for Epigenetic State Prediction Using Both Sequence and 3D Genome Data
7 September 2020 by J. Lanchantin and Yahang Qi at LogoUniversity of Virginia
Bioinformatics
Neural Message Passing for Multi-Label Classification
17 April 2019 by Jack Lanchantin and others
Machine Learning, Information Retrieval
Opportunities And Obstacles For Deep Learning In Biology And Medicine
4 April 2018 by T. Ching and others at LogoUniversity of Michigan Medical School
Bioinformatics
Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers
3 April 2018 by Ji Gao and others
Computation and Language, Cryptography and Security
Exploring the Naturalness of Buggy Code with Recurrent Neural Networks
21 March 2018 by Jack Lanchantin and Ji Gao
Software Engineering, Computation and Language
Prototype Matching Networks for Large-Scale Multi-label Genomic Sequence Classification
10 November 2017 by Jack Lanchantin and others
Machine Learning, Artificial Intelligence
Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin
2 August 2017 by Ritambhara Singh and others
Machine Learning, Artificial Intelligence
GaKCo: a Fast GApped k-mer string Kernel using COunting
30 April 2017 by Ritambhara Singh and others
Machine Learning, Artificial Intelligence
Memory Matching Networks for Genomic Sequence Classification
22 February 2017 by Jack Lanchantin and others
Machine Learning, Genomics
Transfer String Kernel for Cross-Context DNA-Protein Binding Prediction
12 September 2016 by Ritambhara Singh and others
Machine Learning
Deep GDashboard: Visualizing and Understanding Genomic Sequences Using Deep Neural Networks
15 August 2016 by Jack Lanchantin and others
Machine Learning, Computer Vision and Pattern Recognition
DeepChrome: Deep-learning for predicting gene expression from histone modifications
7 July 2016 by Ritambhara Singh and others
Machine Learning, Genomics
Deep Motif: Visualizing Genomic Sequence Classifications
2 June 2016 by Jack Lanchantin and others
Machine Learning
MUST-CNN: A Multilayer Shift-and-Stitch Deep Convolutional Architecture for Sequence-based Protein Structure Prediction
10 May 2016 by Zeming Lin and others
Machine Learning