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Techniques

8,241 papers (36 classified directly here)

Subtopics

Model Architecture (4,354) Pretraining (2,483) Attention (1,111) Normalization (341) Attention Mechanism (150)

Papers per year

4
30
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Papers (including subtopics)

UniPC: A Unified Predictor-Corrector Framework for Fast Sampling of Diffusion Models NIPS 2023
Coop: Memory is not a Commodity NIPS 2023
Equivariant Adaptation of Large Pretrained Models NIPS 2023
SyncDiffusion: Coherent Montage via Synchronized Joint Diffusions NIPS 2023
Graph Mixture of Experts: Learning on Large-Scale Graphs with Explicit Diversity Modeling NIPS 2023
GEO-Bench: Toward Foundation Models for Earth Monitoring NIPS 2023
Coneheads: Hierarchy Aware Attention NIPS 2023
Deconstructing Data Reconstruction: Multiclass, Weight Decay and General Losses NIPS 2023
Universal Prompt Tuning for Graph Neural Networks NIPS 2023
Module-wise Training of Neural Networks via the Minimizing Movement Scheme NIPS 2023
A General Framework for Equivariant Neural Networks on Reductive Lie Groups NIPS 2023
Cross-modal Prompts: Adapting Large Pre-trained Models for Audio-Visual Downstream Tasks NIPS 2023
Towards Anytime Classification in Early-Exit Architectures by Enforcing Conditional Monotonicity NIPS 2023
Residual Alignment: Uncovering the Mechanisms of Residual Networks NIPS 2023
ProteinShake: Building datasets and benchmarks for deep learning on protein structures NIPS 2023
Beyond probability partitions: Calibrating neural networks with semantic aware grouping NIPS 2023
Blurred-Dilated Method for Adversarial Attacks NIPS 2023
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation NIPS 2023
Path Regularization: A Convexity and Sparsity Inducing Regularization for Parallel ReLU Networks NIPS 2023
SSL4EO-L: Datasets and Foundation Models for Landsat Imagery NIPS 2023
Scaling MLPs: A Tale of Inductive Bias NIPS 2023
Don’t just prune by magnitude! Your mask topology is a secret weapon NIPS 2023
Primal-Attention: Self-attention through Asymmetric Kernel SVD in Primal Representation NIPS 2023
Riemannian SAM: Sharpness-Aware Minimization on Riemannian Manifolds NIPS 2023
Deep Contract Design via Discontinuous Networks NIPS 2023