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| PhotoWCT^2: Compact Autoencoder for Photorealistic Style Transfer Resulting from Blockwise Training and Skip Connections of High-Frequency Residuals | Oct 22, 2021 | 4kStyle Transfer | CodeCode Available | 1 |
| MobileMEF: Fast and Efficient Method for Multi-Exposure Fusion | Aug 15, 2024 | 4kComputational Efficiency | CodeCode Available | 1 |
| Analog Foundation Models | May 14, 2025 | 4kQuantization | CodeCode Available | 1 |
| A Differentiable Two-stage Alignment Scheme for Burst Image Reconstruction with Large Shift | Mar 17, 2022 | 4kBurst Image Reconstruction | CodeCode Available | 1 |
| STRPM: A Spatiotemporal Residual Predictive Model for High-Resolution Video Prediction | Mar 30, 2022 | 4kVideo Prediction | CodeCode Available | 1 |
| MonarchAttention: Zero-Shot Conversion to Fast, Hardware-Aware Structured Attention | May 24, 2025 | 16k4k | CodeCode Available | 1 |
| Illuminating Darkness: Enhancing Real-world Low-light Scenes with Smartphone Images | Mar 10, 2025 | 4kBenchmarking | CodeCode Available | 1 |
| Towards Real-Time 4K Image Super-Resolution | Jun 1, 2023 | 4kImage Super-Resolution | CodeCode Available | 1 |
| Towards Ultra-High-Definition Image Deraining: A Benchmark and An Efficient Method | May 27, 2024 | 4kImage Reconstruction | CodeCode Available | 1 |
| Assessing UHD Image Quality from Aesthetics, Distortions, and Saliency | Sep 1, 2024 | 4kImage Quality Assessment | CodeCode Available | 1 |
| m&m's: A Benchmark to Evaluate Tool-Use for multi-step multi-modal Tasks | Mar 17, 2024 | 4k | CodeCode Available | 1 |
| ASOD60K: An Audio-Induced Salient Object Detection Dataset for Panoramic Videos | Jul 24, 2021 | 4kObject | CodeCode Available | 1 |
| Unfolding Spatial Cognition: Evaluating Multimodal Models on Visual Simulations | Jun 5, 2025 | 4kSpatial Reasoning | CodeCode Available | 1 |
| High-Resolution Optical Flow from 1D Attention and Correlation | Apr 28, 2021 | 4kOptical Flow Estimation | CodeCode Available | 1 |
| Meticulous Object Segmentation | Dec 13, 2020 | 2k4k | CodeCode Available | 1 |
| Asking Multimodal Clarifying Questions in Mixed-Initiative Conversational Search | Feb 12, 2024 | 4kConversational Search | CodeCode Available | 1 |
| MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens | Jun 21, 2024 | 4kFairness | CodeCode Available | 1 |
| Memory-Efficient Optical Flow via Radius-Distribution Orthogonal Cost Volume | Dec 6, 2023 | 4kOptical Flow Estimation | CodeCode Available | 1 |
| MicroAST: Towards Super-Fast Ultra-Resolution Arbitrary Style Transfer | Nov 28, 2022 | 4kDecoder | CodeCode Available | 1 |
| Multi-Curve Translator for High-Resolution Photorealistic Image Translation | Mar 15, 2022 | 4kImage-to-Image Translation | CodeCode Available | 1 |
| COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences | Jun 2, 2021 | 4kSentence | CodeCode Available | 1 |
| MAILEX: Email Event and Argument Extraction | May 22, 2023 | 4k8k | CodeCode Available | 1 |
| Collapsible Linear Blocks for Super-Efficient Super Resolution | Mar 17, 2021 | 4k8k | CodeCode Available | 1 |
| CodeSearchNet Challenge: Evaluating the State of Semantic Code Search | Sep 20, 2019 | 4kCode Search | CodeCode Available | 1 |
| Hybrid Cost Volume for Memory-Efficient Optical Flow | Sep 6, 2024 | 4kOptical Flow Estimation | CodeCode Available | 1 |
| XResolution Correspondence Networks | Dec 17, 2020 | 4kGPU | CodeCode Available | 1 |
| Lexico: Extreme KV Cache Compression via Sparse Coding over Universal Dictionaries | Dec 12, 2024 | 4kGSM8K | CodeCode Available | 1 |
| CLEX: Continuous Length Extrapolation for Large Language Models | Oct 25, 2023 | 4kPosition | CodeCode Available | 1 |
| LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models | Aug 30, 2023 | 2k4k | CodeCode Available | 1 |
| Form-NLU: Dataset for the Form Natural Language Understanding | Apr 4, 2023 | 4kForm | CodeCode Available | 1 |
| Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time | Sep 30, 2020 | 4kGPU | CodeCode Available | 1 |
| LoCoCo: Dropping In Convolutions for Long Context Compression | Jun 8, 2024 | 4k | CodeCode Available | 1 |
| Multi-Scale Separable Network for Ultra-High-Definition Video Deblurring | Jan 1, 2021 | 4kDeblurring | CodeCode Available | 1 |
| Finding a Needle in a Haystack: Tiny Flying Object Detection in 4K Videos using a Joint Detection-and-Tracking Approach | May 18, 2021 | 4kMotion Estimation | —Unverified | 0 |
| Fewshot learning on global multimodal embeddings for earth observation tasks | Sep 29, 2023 | 4kEarth Observation | —Unverified | 0 |
| Challenges in Deploying Long-Context Transformers: A Theoretical Peak Performance Analysis | May 14, 2024 | 4kGPU | —Unverified | 0 |
| FERV39k: A Large-Scale Multi-Scene Dataset for Facial Expression Recognition in Videos | Mar 17, 2022 | 4kFacial Expression Recognition | —Unverified | 0 |
| Chain-of-Focus: Adaptive Visual Search and Zooming for Multimodal Reasoning via RL | May 21, 2025 | 4kMultimodal Reasoning | —Unverified | 0 |
| A Novel Computational and Modeling Foundation for Automatic Coherence Assessment | Oct 1, 2023 | 4kLong Form Question Answering | —Unverified | 0 |
| Feature-level Rating System using Customer Reviews and Review Votes | Jul 18, 2020 | 4kDecision Making | —Unverified | 0 |
| An Optimized H.266/VVC Software Decoder On Mobile Platform | Mar 5, 2021 | 4kDecoder | —Unverified | 0 |
| AdaCM: Adaptive ColorMLP for Real-Time Universal Photo-realistic Style Transfer | Dec 3, 2022 | 4kGPU | —Unverified | 0 |
| Exploring Generalizable Pre-training for Real-world Change Detection via Geometric Estimation | Apr 19, 2025 | 4kChange Detection | —Unverified | 0 |
| Evaluation of the phi-3-mini SLM for identification of texts related to medicine, health, and sports injuries | Mar 31, 2025 | 4kMedQA | —Unverified | 0 |
| 4K-Memristor Analog-Grade Passive Crossbar Circuit | Jun 27, 2019 | 4k | —Unverified | 0 |
| KorNAT: LLM Alignment Benchmark for Korean Social Values and Common Knowledge | Feb 21, 2024 | 4kMultiple-choice | —Unverified | 0 |
| Evaluating the Suitability of Different Intraoral Scan Resolutions for Deep Learning-Based Tooth Segmentation | Feb 26, 2025 | 16k2k | —Unverified | 0 |
| ERNet Family: Hardware-Oriented CNN Models for Computational Imaging Using Block-Based Inference | Oct 13, 2019 | 4kDenoising | —Unverified | 0 |
| EntroLLM: Entropy Encoded Weight Compression for Efficient Large Language Model Inference on Edge Devices | May 5, 2025 | 4kLanguage Modeling | —Unverified | 0 |
