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Collections including paper arxiv:2403.03234

Papers - Healthcare - Mamba

Caduceus: Bi-Directional Equivariant Long-Range DNA Sequence Modeling

Paper • 2403.03234 • Published Mar 5 • 11

Papers - Healthcare - DNA

Caduceus: Bi-Directional Equivariant Long-Range DNA Sequence Modeling

Paper • 2403.03234 • Published Mar 5 • 11

Papers - Mamba - Bidirectional

HSIDMamba: Exploring Bidirectional State-Space Models for Hyperspectral Denoising

Paper • 2404.09697 • Published Apr 15 • 1
Caduceus: Bi-Directional Equivariant Long-Range DNA Sequence Modeling

Paper • 2403.03234 • Published Mar 5 • 11

Papers - University - Princeton University

JetMoE: Reaching Llama2 Performance with 0.1M Dollars

Paper • 2404.07413 • Published Apr 11 • 32
Allowing humans to interactively guide machines where to look does not always improve a human-AI team's classification accuracy

Paper • 2404.05238 • Published Apr 8 • 1
Cognitive Architectures for Language Agents

Paper • 2309.02427 • Published Sep 5, 2023 • 2
Latent Positional Information is in the Self-Attention Variance of Transformer Language Models Without Positional Embeddings

Paper • 2305.13571 • Published May 23, 2023 • 2

Papers - Custom Layers - MLP

MLP Can Be A Good Transformer Learner

Paper • 2404.05657 • Published Apr 8 • 1
Toward a Better Understanding of Fourier Neural Operators: Analysis and Improvement from a Spectral Perspective

Paper • 2404.07200 • Published Apr 10 • 1
An inclusive review on deep learning techniques and their scope in handwriting recognition

Paper • 2404.08011 • Published Apr 10 • 1
Long-form music generation with latent diffusion

Paper • 2404.10301 • Published Apr 16 • 23

Papers - University - Cornell

Learning Trajectory Preferences for Manipulators via Iterative Improvement

Paper • 1306.6294 • Published Jun 26, 2013 • 2
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection

Paper • 2403.19888 • Published Mar 29 • 9
RL for Consistency Models: Faster Reward Guided Text-to-Image Generation

Paper • 2404.03673 • Published Mar 25 • 14
PhysDreamer: Physics-Based Interaction with 3D Objects via Video Generation

Paper • 2404.13026 • Published 30 days ago • 21

Papers - University - Carnegie Mellon University

Can large language models explore in-context?

Paper • 2403.15371 • Published Mar 22 • 30
Long-context LLMs Struggle with Long In-context Learning

Paper • 2404.02060 • Published Apr 2 • 33
PIQA: Reasoning about Physical Commonsense in Natural Language

Paper • 1911.11641 • Published Nov 26, 2019 • 2
AQuA: A Benchmarking Tool for Label Quality Assessment

Paper • 2306.09467 • Published Jun 15, 2023 • 1

DNA Sequence Modeling

Caduceus: Bi-Directional Equivariant Long-Range DNA Sequence Modeling

Paper • 2403.03234 • Published Mar 5 • 11

Papers - Healthcare

MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Paper • 2304.08247 • Published Apr 14, 2023 • 2
Structural Similarities Between Language Models and Neural Response Measurements

Paper • 2306.01930 • Published Jun 2, 2023 • 2
Multimodal ChatGPT for Medical Applications: an Experimental Study of GPT-4V

Paper • 2310.19061 • Published Oct 29, 2023 • 8
Question-Answering Model for Schizophrenia Symptoms and Their Impact on Daily Life using Mental Health Forums Data

Paper • 2310.00448 • Published Sep 30, 2023

Papers - Mamba - Structured State Space Model

Motion Mamba: Efficient and Long Sequence Motion Generation with Hierarchical and Bidirectional Selective SSM

Paper • 2403.07487 • Published Mar 12 • 12
LocalMamba: Visual State Space Model with Windowed Selective Scan

Paper • 2403.09338 • Published Mar 14 • 7
Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference

Paper • 2403.14520 • Published Mar 21 • 31
SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time series

Paper • 2403.15360 • Published Mar 22 • 11

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