AutoCLIP: Auto-tuning Zero-Shot Classifiers for Vision-Language Models
Paper
• 2309.16414 • Published
• 19
Advanced and Recent Papers
Advanced and recent papers about deep learning. Please send your recommend paper to email: Tinghao.Zhang22@student.xjtlu.edu.cn
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Dynamic ASR Pathways: An Adaptive Masking Approach Towards Efficient Pruning of A Multilingual ASR Model
Paper • 2309.13018 • Published • 9 -
Robust Speech Recognition via Large-Scale Weak Supervision
Paper • 2212.04356 • Published • 51 -
Language models in molecular discovery
Paper • 2309.16235 • Published • 10 -
Effective Long-Context Scaling of Foundation Models
Paper • 2309.16039 • Published • 31 -
Qwen Technical Report
Paper • 2309.16609 • Published • 38 -
GPT-Fathom: Benchmarking Large Language Models to Decipher the Evolutionary Path towards GPT-4 and Beyond
Paper • 2309.16583 • Published • 13 -
Evaluating Cognitive Maps and Planning in Large Language Models with CogEval
Paper • 2309.15129 • Published • 7 -
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
Paper • 2309.14717 • Published • 46 -
Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models
Paper • 2309.15098 • Published • 7 -
Calibrating LLM-Based Evaluator
Paper • 2309.13308 • Published • 12 -
Exploring Large Language Models' Cognitive Moral Development through Defining Issues Test
Paper • 2309.13356 • Published • 38 -
ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs
Paper • 2309.13007 • Published • 1 -
SCREWS: A Modular Framework for Reasoning with Revisions
Paper • 2309.13075 • Published • 18 -
Large Language Models for Code: Security Hardening and Adversarial Testing
Paper • 2302.05319 • Published • 2 -
CodePlan: Repository-level Coding using LLMs and Planning
Paper • 2309.12499 • Published • 80 -
InstructERC: Reforming Emotion Recognition in Conversation with a Retrieval Multi-task LLMs Framework
Paper • 2309.11911 • Published • 3 -
Repository-Level Prompt Generation for Large Language Models of Code
Paper • 2206.12839 • Published • 3 -
GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction
Paper • 2305.18752 • Published • 5 -
Boolformer: Symbolic Regression of Logic Functions with Transformers
Paper • 2309.12207 • Published • 11 -
Chain-of-Verification Reduces Hallucination in Large Language Models
Paper • 2309.11495 • Published • 40 -
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models
Paper • 2309.12284 • Published • 19 -
LMDX: Language Model-based Document Information Extraction and Localization
Paper • 2309.10952 • Published • 67 -
Stabilizing RLHF through Advantage Model and Selective Rehearsal
Paper • 2309.10202 • Published • 11 -
SlimPajama-DC: Understanding Data Combinations for LLM Training
Paper • 2309.10818 • Published • 11 -
The Rise and Potential of Large Language Model Based Agents: A Survey
Paper • 2309.07864 • Published • 8 -
Sparse Autoencoders Find Highly Interpretable Features in Language Models
Paper • 2309.08600 • Published • 15 -
Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts
Paper • 2309.07430 • Published • 28 -
Compositional Foundation Models for Hierarchical Planning
Paper • 2309.08587 • Published • 11 -
Deep Geometrized Cartoon Line Inbetweening
Paper • 2309.16643 • Published • 26 -
Vision Transformers Need Registers
Paper • 2309.16588 • Published • 86 -
CCEdit: Creative and Controllable Video Editing via Diffusion Models
Paper • 2309.16496 • Published • 9 -
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model
Paper • 2304.01116 • Published • 2 -
NeuRBF: A Neural Fields Representation with Adaptive Radial Basis Functions
Paper • 2309.15426 • Published • 15 -
DECO: Dense Estimation of 3D Human-Scene Contact In The Wild
Paper • 2309.15273 • Published • 7 -
Finite Scalar Quantization: VQ-VAE Made Simple
Paper • 2309.15505 • Published • 24 -
Deep Residual Learning for Image Recognition
Paper • 1512.03385 • Published • 13 -
Spatial Transformer Networks
Paper • 1506.02025 • Published • 1 -
VidChapters-7M: Video Chapters at Scale
Paper • 2309.13952 • Published • 11 -
ProPainter: Improving Propagation and Transformer for Video Inpainting
Paper • 2309.03897 • Published • 28 -
Spatially Guiding Unsupervised Semantic Segmentation Through Depth-Informed Feature Distillation and Sampling
Paper • 2309.12378 • Published • 4 -
MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation
Paper • 2309.13042 • Published • 9 -
DualToken-ViT: Position-aware Efficient Vision Transformer with Dual Token Fusion
Paper • 2309.12424 • Published • 11 -
RMT: Retentive Networks Meet Vision Transformers
Paper • 2309.11523 • Published • 34 -
High-Resolution Image Synthesis with Latent Diffusion Models
Paper • 2112.10752 • Published • 15 -
Learning Transferable Visual Models From Natural Language Supervision
Paper • 2103.00020 • Published • 19 -
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Paper • 2010.11929 • Published • 15 -
U-Net: Convolutional Networks for Biomedical Image Segmentation
Paper • 1505.04597 • Published • 18 -
Adding Conditional Control to Text-to-Image Diffusion Models
Paper • 2302.05543 • Published • 58 -
Diffusion Models Beat GANs on Image Classification
Paper • 2307.08702 • Published • 19 -
Denoising Diffusion Probabilistic Models
Paper • 2006.11239 • Published • 9 -
Controllable Dynamic Appearance for Neural 3D Portraits
Paper • 2309.11009 • Published • 3 -
FreeU: Free Lunch in Diffusion U-Net
Paper • 2309.11497 • Published • 66 -
SyncDreamer: Generating Multiview-consistent Images from a Single-view Image
Paper • 2309.03453 • Published • 13 -
Designing Network Design Spaces
Paper • 2003.13678 • Published • 2 -
Generative Adversarial Networks
Paper • 1406.2661 • Published • 5 -
AutoML for Deep Recommender Systems: A Survey
Paper • 2203.13922 • Published • 1 -
Fast and Accurate Model Scaling
Paper • 2103.06877 • Published • 1 -
Demystifying CLIP Data
Paper • 2309.16671 • Published • 21 -
DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation
Paper • 2309.16653 • Published • 48 -
Text-to-3D using Gaussian Splatting
Paper • 2309.16585 • Published • 33 -
Diverse and Aligned Audio-to-Video Generation via Text-to-Video Model Adaptation
Paper • 2309.16429 • Published • 11 -
AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model
Paper • 2309.16058 • Published • 57 -
RealFill: Reference-Driven Generation for Authentic Image Completion
Paper • 2309.16668 • Published • 15 -
ConceptGraphs: Open-Vocabulary 3D Scene Graphs for Perception and Planning
Paper • 2309.16650 • Published • 10 -
MotionGPT: Finetuned LLMs are General-Purpose Motion Generators
Paper • 2306.10900 • Published • 19 -
Jointly Training Large Autoregressive Multimodal Models
Paper • 2309.15564 • Published • 8 -
Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation
Paper • 2309.15818 • Published • 19 -
Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack
Paper • 2309.15807 • Published • 34 -
Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition
Paper • 2309.15223 • Published • 23 -
VPA: Fully Test-Time Visual Prompt Adaptation
Paper • 2309.15251 • Published • 5 -
Efficient Post-training Quantization with FP8 Formats
Paper • 2309.14592 • Published • 11 -
DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models
Paper • 2309.14509 • Published • 20 -
Breathing New Life into 3D Assets with Generative Repainting
Paper • 2309.08523 • Published • 5 -
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation
Paper • 2309.06380 • Published • 33 -
VideoDirectorGPT: Consistent Multi-scene Video Generation via LLM-Guided Planning
Paper • 2309.15091 • Published • 35 -
Aligning Large Multimodal Models with Factually Augmented RLHF
Paper • 2309.14525 • Published • 32 -
LAVIE: High-Quality Video Generation with Cascaded Latent Diffusion Models
Paper • 2309.15103 • Published • 43 -
DeepSpeed-VisualChat: Multi-Round Multi-Image Interleave Chat via Multi-Modal Causal Attention
Paper • 2309.14327 • Published • 23 -
Small-scale proxies for large-scale Transformer training instabilities
Paper • 2309.14322 • Published • 22 -
Robotic Offline RL from Internet Videos via Value-Function Pre-Training
Paper • 2309.13041 • Published • 9 -
MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning
Paper • 2309.07915 • Published • 4 -
DriveDreamer: Towards Real-world-driven World Models for Autonomous Driving
Paper • 2309.09777 • Published • 2 -
MEGABYTE: Predicting Million-byte Sequences with Multiscale Transformers
Paper • 2305.07185 • Published • 10 -
HeadSculpt: Crafting 3D Head Avatars with Text
Paper • 2306.03038 • Published • 4 -
Any-to-Any Generation via Composable Diffusion
Paper • 2305.11846 • Published • 5 -
Q-Transformer: Scalable Offline Reinforcement Learning via Autoregressive Q-Functions
Paper • 2309.10150 • Published • 26 -
Multimodal Foundation Models: From Specialists to General-Purpose Assistants
Paper • 2309.10020 • Published • 41 -
FoleyGen: Visually-Guided Audio Generation
Paper • 2309.10537 • Published • 8