ImageNet

~1.28M labeled images across 1,000 categories (ILSVRC) — the standard large-scale image-classification benchmark.

Papers using ImageNet (55)

Classifier-agnostic Saliency Map Extraction2018 · 10 citesSoft Mixture-of-Recursions: Going Deeper with Recursive Vision Transformers2026DnA: Denoising Attention for Visual Tasks2026Fusion: A Framework for Unified Sequential Token AdaptatIon in VisiOn TraNsformers2026Rethinking Depth Pruning for Vision Transformers: A Heterogeneity-Aware Perspective2026Gradient-Skipping Relevance Propagation for Efficient Explainability of Vision Transformers2026Inhibited Self-Attention: Sharpening Focus in Vision Transformers2026Achieving 3D Attention via Triplet Squeeze and Excitation Block2025 · 1 citesOCT Data is All You Need: How Vision Transformers with and without Pre-training Benefit Imaging2025 · 1 citesBeyond Pixels: Enhancing LIME with Hierarchical Features and Segmentation Foundation Models2024 · 1 citesEnd-to-End Autoregressive Image Generation with 1D Semantic Tokenizer2026What-Where Transformer: A Slot-Centric Visual Backbone for Concurrent Representation and Localization2026Normalizing Flows with Iterative Denoising2026What Helps---and What Hurts: Bidirectional Explanations for Vision Transformers2026Latent Forcing: Reordering the Diffusion Trajectory for Pixel-Space Image Generation2026Le-DETR: Revisiting Real-Time Detection Transformer with Efficient Encoder Design2026TriLite: Efficient Weakly Supervised Object Localization with Universal Visual Features and Tri-Region Disentanglement2026RAViT: Resolution-Adaptive Vision Transformer2026DSeq-JEPA: Discriminative Sequential Joint-Embedding Predictive Architecture2025Enhancing Transformer-Based Vision Models: Addressing Feature Map Anomalies Through Novel Optimization Strategies2025HiGS: History-Guided Sampling for Plug-and-Play Enhancement of Diffusion Models2025Conceptualizing Multi-scale Wavelet Attention and Ray-based Encoding for Human-Object Interaction Detection2025Iwin Transformer: Hierarchical Vision Transformer using Interleaved Windows2025Quick Bypass Mechanism of Zero-Shot Diffusion-Based Image Restoration2025Vision Foundation Models as Effective Visual Tokenizers for Autoregressive Image Generation2025Exploring Superposition and Interference in State-of-the-Art Low-Parameter Vision Models2025Object-level Self-Distillation for Vision Pretraining2025Multiple Object Stitching for Unsupervised Representation Learning2025Image Recognition with Online Lightweight Vision Transformer: A Survey2025D-Feat Occlusions: Diffusion Features for Robustness to Partial Visual Occlusions in Object Recognition2025Reconciling Stochastic and Deterministic Strategies for Zero-shot Image Restoration using Diffusion Model in Dual2025An Attention Free Transformer2021 · 42 citesDecomposeme: Simplifying Convnets For End-to-end Learning2016 · 34 citesOn The Surprising Effectiveness Of Attention Transfer For Vision Transformers2024'part'ly First Among Equals: Semantic Part-based Benchmarking For State-of-the-art Object Recognition Systems2016Efficient Self-supervised Vision Transformers for Representation Learning2021 · 83 citesConv2Former: A Simple Transformer-Style ConvNet for Visual Recognition2022 · 73 citesUnderstanding The Robustness in Vision Transformers2022 · 34 citesEfficient Visual Pretraining with Contrastive Detection2021 · 33 citesMViTv2: Improved Multiscale Vision Transformers for Classification and Detection2021 · 29 citesFinding an Unsupervised Image Segmenter in Each of Your Deep Generative Models2021 · 20 citesScaling Vision Transformers2021 · 16 citesA Unified View of Masked Image Modeling2022 · 14 citesDecoder Denoising Pretraining for Semantic Segmentation2022 · 10 citesUnderstanding Gaussian Attention Bias of Vision Transformers Using Effective Receptive Fields2023 · 7 citesExploring the Limits of Deep Image Clustering using Pretrained Models2023 · 2 citesPixel Objectness2017 · 1 citesSemi-Supervised Vision Transformers2021 · 1 citesOVO: One-shot Vision Transformer Search with Online distillation2022 · 1 citesPatch Is Not All You Need2023 · 1 citesMultistep Distillation of Diffusion Models via Moment Matching2024 · 1 citesImproving Visual Representation Learning through Perceptual Understanding2022DenseDINO: Boosting Dense Self-Supervised Learning with Token-Based Point-Level Consistency2023AFIDAF: Alternating Fourier and Image Domain Adaptive Filters as an Efficient Alternative to Attention in ViTs2024CRAFT Objects from Images2016