Summary of Transparent Networks For Multivariate Time Series, by Minkyu Kim et al.
Transparent Networks for Multivariate Time Seriesby Minkyu Kim, Suan Lee, Jinho KimFirst submitted to arxiv…
Summary of Learning Linear Attention in Polynomial Time, by Morris Yau et al.
Learning Linear Attention in Polynomial Timeby Morris Yau, Ekin Akyürek, Jiayuan Mao, Joshua B. Tenenbaum,…
Summary of Dag-aware Transformer For Causal Effect Estimation, by Manqing Liu et al.
DAG-aware Transformer for Causal Effect Estimationby Manqing Liu, David R. Bellamy, Andrew L. BeamFirst submitted…
Summary of Improving Colorectal Cancer Screening and Risk Assessment Through Predictive Modeling on Medical Images and Records, by Shuai Jiang et al.
Improving Colorectal Cancer Screening and Risk Assessment through Predictive Modeling on Medical Images and Recordsby…
Summary of Dualformer: Controllable Fast and Slow Thinking by Learning with Randomized Reasoning Traces, By Dijia Su et al.
Dualformer: Controllable Fast and Slow Thinking by Learning with Randomized Reasoning Tracesby DiJia Su, Sainbayar…
Summary of Transformers As Game Players: Provable In-context Game-playing Capabilities Of Pre-trained Models, by Chengshuai Shi et al.
Transformers as Game Players: Provable In-context Game-playing Capabilities of Pre-trained Modelsby Chengshuai Shi, Kun Yang,…
Summary of Training Dynamics Of Transformers to Recognize Word Co-occurrence Via Gradient Flow Analysis, by Hongru Yang et al.
Training Dynamics of Transformers to Recognize Word Co-occurrence via Gradient Flow Analysisby Hongru Yang, Bhavya…
Summary of Relu’s Revival: on the Entropic Overload in Normalization-free Large Language Models, by Nandan Kumar Jha and Brandon Reagen
ReLU’s Revival: On the Entropic Overload in Normalization-Free Large Language Modelsby Nandan Kumar Jha, Brandon…
Summary of Veritas-nli : Validation and Extraction Of Reliable Information Through Automated Scraping and Natural Language Inference, by Arjun Shah et al.
VERITAS-NLI : Validation and Extraction of Reliable Information Through Automated Scraping and Natural Language Inferenceby…
Summary of Top-erl: Transformer-based Off-policy Episodic Reinforcement Learning, by Ge Li et al.
TOP-ERL: Transformer-based Off-Policy Episodic Reinforcement Learningby Ge Li, Dong Tian, Hongyi Zhou, Xinkai Jiang, Rudolf…