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Monarch: Expressive Structured Matrices for Efficient and Accurate Training

#45 5g4s opened 10 months ago
0
ROFORMER: ENHANCED TRANSFORMER WITH ROTARY POSITION EMBEDDING

#44 5g4s opened 10 months ago
4
RWKV: Reinventing RNNs for the Transformer Era

#43 5g4s opened 10 months ago
2
LORA: LOW-RANK ADAPTATION OF LARGE LANGUAGE MODELS

#42 5g4s opened 1 year ago
6
Conditional DETR for Fast Training Convergence

#41 5g4s opened 1 year ago
2
Rethinking Transformer-based Set Prediction for Object Detection

#40 5g4s opened 1 year ago
5
DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR

#39 5g4s opened 1 year ago
6
DN-DETR: Accelerate DETR Training by Introducing Query DeNoising

#38 5g4s opened 1 year ago
7
LEARNING FROM PROTEIN STRUCTURE WITH GEOMETRIC VECTOR PERCEPTRONS

#37 5g4s opened 1 year ago
6
GhostNetV2: Enhance Cheap Operation with Long-Range Attention

#36 5g4s opened 1 year ago
5
Vision GNN: An Image is Worth Graph of Nodes

#35 5g4s opened 1 year ago
6
RE-PARAMETERIZING YOUR OPTIMIZERS RATHER THAN ARCHITECTURES

#34 5g4s opened 1 year ago
4
DINO: DETR WITH IMPROVED DENOISING ANCHOR BOXES FOR END-TO-END OBJECT DETECTION

#33 5g4s opened 1 year ago
12
Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation

#32 5g4s opened 1 year ago
12
RANDOM FEATURE ATTENTION

#31 5g4s opened 1 year ago
4
Linear Transformers Are Secretly Fast Weight Programmers

#30 5g4s opened 1 year ago
5
Reformer: The Efficient Transformer

#29 5g4s opened 1 year ago
5
Efficient Attention: Attention with Linear Complexities

#28 5g4s opened 1 year ago
2
Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention

#27 5g4s opened 1 year ago
5
SimMIM: a Simple Framework for Masked Image Modeling

#26 5g4s opened 1 year ago
1
HIVIT: A SIMPLER AND MORE EFFICIENT DESIGN OF HIERARCHICAL VISION TRANSFORMER

#25 5g4s opened 1 year ago
1
To prune, or not to prune: exploring the efficacy of pruning for model compression

#24 5g4s opened 1 year ago
0
Train Large, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers

#23 5g4s opened 1 year ago
5
Sparse Training via Boosting Pruning Plasticity with Neuroregeneration

#22 5g4s opened 1 year ago
4
DIFFERENTIABLE PHYSICS SIMULATION

#21 5g4s opened 2 years ago
0
Half-Inverse Gradients for Physical Deep Learning

#20 5g4s closed 2 years ago
2
End-to-End Differentiable Physics for Learning and Control

#19 5g4s opened 2 years ago
0
Differentiable Molecular Simulations for Control and Learning

#18 5g4s opened 2 years ago
0
∇Sim: DIFFERENTIABLE SIMULATION FOR SYSTEM IDENTIFICATION AND VISUOMOTOR CONTROL

#17 5g4s opened 2 years ago
1
Deep Lagrangian Networks: Using Physics as Model Prior for Deep Learning

#16 5g4s opened 2 years ago
0
Lagrangian Neural Networks

#15 5g4s opened 2 years ago
0
An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution

#14 5g4s opened 3 years ago
1
Group Normalization

#13 5g4s opened 3 years ago
0
High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network

#12 5g4s opened 3 years ago
0
Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution

#11 5g4s opened 3 years ago
0
The Perception-Distortion Tradeoff

#10 5g4s opened 3 years ago
0
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization

#9 5g4s opened 3 years ago
0
Interpreting Super-Resolution Networks with Local Attribution Maps

#8 5g4s opened 3 years ago
0
Modulated Periodic Activations for Generalizable Local Functional Representations

#7 5g4s opened 3 years ago
0
Implicit Neural Representations with Periodic Activation Functions

#5 5g4s opened 3 years ago
1
Hamiltonian Generative Networks

#4 5g4s opened 3 years ago
0
Unsupervised Learning of Lagrangian Dynamics from Images for Prediction and Control

#3 5g4s opened 3 years ago
0
NewtonianVAE: Proportional Control and Goal Identification from Pixels via Physical Latent Spaces

#2 5g4s opened 3 years ago
0
DATA-DRIVEN DEEP LEARNING OF PARTIAL DIFFERENTIAL EQUATIONS IN MODAL SPACE

#1 5g4s opened 3 years ago
0