KAN: Kolmogorov-Arnold Networks
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2404.19756
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93
Jacopo Parvizi
neuraloverflow
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AI & ML interests
Deep Learning, Time series forecasting, Recommender systems
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Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent
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TTS Arena: Benchmarking Text-to-Speech Models in the Wild
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6 months ago
Magicoder: Source Code Is All You Need
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2312.02120
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78
DeepCache: Accelerating Diffusion Models for Free
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2312.00858
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20
Style Aligned Image Generation via Shared Attention
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2312.02133
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8
ImageDream: Image-Prompt Multi-view Diffusion for 3D Generation
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2312.02201
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30
FaceStudio: Put Your Face Everywhere in Seconds
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2312.02663
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28
Chain of Code: Reasoning with a Language Model-Augmented Code Emulator
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2312.04474
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28
Alpha-CLIP: A CLIP Model Focusing on Wherever You Want
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2312.03818
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31
GAIA: a benchmark for General AI Assistants
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2311.12983
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171
System 2 Attention (is something you might need too)
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2311.11829
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38
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning
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2311.11077
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24
MultiLoRA: Democratizing LoRA for Better Multi-Task Learning
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2311.11501
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32
Exponentially Faster Language Modelling
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2311.10770
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117
Orca 2: Teaching Small Language Models How to Reason
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2311.11045
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69
Rethinking Attention: Exploring Shallow Feed-Forward Neural Networks as an Alternative to Attention Layers in Transformers
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2311.10642
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23
UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs
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2311.09257
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43
PolyMaX: General Dense Prediction with Mask Transformer
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2311.05770
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6
Prompt Engineering a Prompt Engineer
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2311.05661
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18
Fast Chain-of-Thought: A Glance of Future from Parallel Decoding Leads to Answers Faster
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2311.08263
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14
Drivable 3D Gaussian Avatars
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2311.08581
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44
The Impact of Large Language Models on Scientific Discovery: a Preliminary Study using GPT-4
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2311.07361
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papers
7 months ago
VR-NeRF: High-Fidelity Virtualized Walkable Spaces
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2311.02542
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Levels of AGI: Operationalizing Progress on the Path to AGI
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2311.02462
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30
LCM-LoRA: A Universal Stable-Diffusion Acceleration Module
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2311.05556
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RoboGen: Towards Unleashing Infinite Data for Automated Robot Learning via Generative Simulation
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2311.01455
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Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning
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2310.20587
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The Generative AI Paradox: "What It Can Create, It May Not Understand"
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2311.00059
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De-Diffusion Makes Text a Strong Cross-Modal Interface
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2311.00618
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Controllable Music Production with Diffusion Models and Guidance Gradients
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2311.00613
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LLaVA-Interactive: An All-in-One Demo for Image Chat, Segmentation, Generation and Editing
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2311.00571
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39
Distil-Whisper: Robust Knowledge Distillation via Large-Scale Pseudo Labelling
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2311.00430
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53
FP8-LM: Training FP8 Large Language Models
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2310.18313
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CodeFusion: A Pre-trained Diffusion Model for Code Generation
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2310.17680
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68
Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference
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2310.04378
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In-Context Learning Creates Task Vectors
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2310.15916
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39
Contrastive Prefence Learning: Learning from Human Feedback without RL
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2310.13639
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BitNet: Scaling 1-bit Transformers for Large Language Models
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2310.11453
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9
papers
10 months ago
AvatarVerse: High-quality & Stable 3D Avatar Creation from Text and Pose
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2308.03610
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ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
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2307.16789
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Skeleton-of-Thought: Large Language Models Can Do Parallel Decoding
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2307.15337
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34
Brain2Music: Reconstructing Music from Human Brain Activity
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2307.11078
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TokenFlow: Consistent Diffusion Features for Consistent Video Editing
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2307.10373
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On the Origin of LLMs: An Evolutionary Tree and Graph for 15,821 Large Language Models
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2307.09793
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How is ChatGPT's behavior changing over time?
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2307.09009
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Llama 2: Open Foundation and Fine-Tuned Chat Models
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2307.09288
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Retentive Network: A Successor to Transformer for Large Language Models
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2307.08621
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