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upvoted 2 papers about 11 hours ago

Hybrid Convolution and Frequency State Space Network for Image Compression

Paper • 2511.20151 • Published Nov 25, 2025 • 1

Attentive Convolution: Unifying the Expressivity of Self-Attention with Convolutional Efficiency

Paper • 2510.20092 • Published Oct 23, 2025 • 1

upvoted 4 papers 1 day ago

Transform Trained Transformer: Accelerating Naive 4K Video Generation Over 10times

Paper • 2512.13492 • Published 25 days ago • 2

MambaIRv2: Attentive State Space Restoration

Paper • 2411.15269 • Published Nov 22, 2024 • 1

In Pursuit of Pixel Supervision for Visual Pre-training

Paper • 2512.15715 • Published 23 days ago • 9

Swift Parameter-free Attention Network for Efficient Super-Resolution

Paper • 2311.12770 • Published Nov 21, 2023 • 1

upvoted 10 papers 4 days ago

DIET-CP: Lightweight and Data Efficient Self Supervised Continued Pretraining

Paper • 2509.06990 • Published Sep 2, 2025 • 1

Joint Embedding vs Reconstruction: Provable Benefits of Latent Space Prediction for Self Supervised Learning

Paper • 2505.12477 • Published May 18, 2025 • 1

Gaussian Embeddings: How JEPAs Secretly Learn Your Data Density

Paper • 2510.05949 • Published Oct 7, 2025 • 3

LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics

Paper • 2511.08544 • Published Nov 11, 2025 • 9

stable-pretraining-v1: Foundation Model Research Made Simple

Paper • 2511.19484 • Published Nov 23, 2025 • 1

TreeNet: A Light Weight Model for Low Bitrate Image Compression

Paper • 2512.16743 • Published 22 days ago • 1

AdaGaR: Adaptive Gabor Representation for Dynamic Scene Reconstruction

Paper • 2601.00796 • Published 7 days ago • 28

Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space

Paper • 2512.24617 • Published 10 days ago • 54

Nested Learning: The Illusion of Deep Learning Architectures

Paper • 2512.24695 • Published 10 days ago • 33

Deep Delta Learning

Paper • 2601.00417 • Published 8 days ago • 29

upvoted a paper 13 days ago

Progressive Learned Image Compression for Machine Perception

Paper • 2512.20070 • Published 18 days ago • 1

upvoted 3 papers 21 days ago

Embodied Image Compression

Paper • 2512.11612 • Published 28 days ago • 1

Superposition as Lossy Compression: Measure with Sparse Autoencoders and Connect to Adversarial Vulnerability

Paper • 2512.13568 • Published 25 days ago • 1

Next-Embedding Prediction Makes Strong Vision Learners

Paper • 2512.16922 • Published 22 days ago • 83