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Collections including paper arxiv:2407.16674

Papers I want to read

Papers in my to-read list

RLHF Workflow: From Reward Modeling to Online RLHF

Paper • 2405.07863 • Published May 13 • 67
Chameleon: Mixed-Modal Early-Fusion Foundation Models

Paper • 2405.09818 • Published May 16 • 125
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models

Paper • 2405.15574 • Published May 24 • 53
An Introduction to Vision-Language Modeling

Paper • 2405.17247 • Published May 27 • 85

KAN or MLP: A Fairer Comparison

Paper • 2407.16674 • Published Jul 23 • 41
MathScale: Scaling Instruction Tuning for Mathematical Reasoning

Paper • 2403.02884 • Published Mar 5 • 15
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models

Paper • 2402.13064 • Published Feb 20 • 46
DPTDR: Deep Prompt Tuning for Dense Passage Retrieval

Paper • 2208.11503 • Published Aug 24, 2022

Papers - Training - Activation - Nonlinear - B-spline

KAN or MLP: A Fairer Comparison

Paper • 2407.16674 • Published Jul 23 • 41

KAN or MLP: A Fairer Comparison

Paper • 2407.16674 • Published Jul 23 • 41

KAN or MLP: A Fairer Comparison

Paper • 2407.16674 • Published Jul 23 • 41

Fundational - Deep Learning

Just How Flexible are Neural Networks in Practice?

Paper • 2406.11463 • Published Jun 17 • 7
Not All Language Model Features Are Linear

Paper • 2405.14860 • Published May 23 • 39
KAN: Kolmogorov-Arnold Networks

Paper • 2404.19756 • Published Apr 30 • 108
An Interactive Agent Foundation Model

Paper • 2402.05929 • Published Feb 8 • 27

MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training

Paper • 2311.17049 • Published Nov 28, 2023
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Paper • 2405.04434 • Published May 7 • 13
A Study of Autoregressive Decoders for Multi-Tasking in Computer Vision

Paper • 2303.17376 • Published Mar 30, 2023
Sigmoid Loss for Language Image Pre-Training

Paper • 2303.15343 • Published Mar 27, 2023 • 4

Papers - Alternative Layers - KAN instead of MLP

KAN: Kolmogorov-Arnold Networks

Paper • 2404.19756 • Published Apr 30 • 108
KAN or MLP: A Fairer Comparison

Paper • 2407.16674 • Published Jul 23 • 41

CatLIP: CLIP-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-Text Data

Paper • 2404.15653 • Published Apr 24 • 26
MoDE: CLIP Data Experts via Clustering

Paper • 2404.16030 • Published Apr 24 • 12
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

Paper • 2405.12130 • Published May 20 • 45
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention

Paper • 2405.12981 • Published May 21 • 28

Papers - Activation Functions

All you need is a good init

Paper • 1511.06422 • Published Nov 19, 2015 • 1
KAN or MLP: A Fairer Comparison

Paper • 2407.16674 • Published Jul 23 • 41

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