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Neural Network Optimization

3648 directly classified papers

Papers per year

Papers

The Strong Lottery Ticket Hypothesis for Multi-Head Attention Mechanisms AAAI 2026
PT-DCFR: Accelerating and Improving Deep CFR Using Population Based Training (Student Abstract) AAAI 2026
Allowing Oscillation Quantization: Overcoming Solution Space Limitation in Low Bit-Width Quantization ICCV 2025
FastPoint: Accelerating 3D Point Cloud Model Inference via Sample Point Distance Prediction ICCV 2025
Boosting Adversarial Transferability via Residual Perturbation Attack ICCV 2025
Revisiting Efficient Semantic Segmentation: Learning Offsets for Better Spatial and Class Feature Alignment ICCV 2025
One Last Attention for Your Vision-Language Model ICCV 2025
CoMMIT: Coordinated Multimodal Instruction Tuning EMNLP 2025
Tuning the Frequencies: Robust Training for Sinusoidal Neural Networks CVPR 2025
Principles of Visual Tokens for Efficient Video Understanding ICCV 2025
Progressive Focused Transformer for Single Image Super-Resolution CVPR 2025
IRASim: A Fine-Grained World Model for Robot Manipulation ICCV 2025
TimeExpert: An Expert-Guided Video LLM for Video Temporal Grounding ICCV 2025
Drawing Developmental Trajectory from Cortical Surface Reconstruction ICCV 2025
Unfolding-Associative Encoder-Decoder Network with Progressive Alignment for Pansharpening ICCV 2025
VersaTune: An Efficient Data Composition Framework for Training Multi-Capability LLMs EMNLP 2025
Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation EMNLP 2025
Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025
DoDS-IITPKD:Submissions to the WMT25 Low-Resource Indic Language Translation Task EMNLP 2025
A Training-Free Length Extrapolation Approach for LLMs: Greedy Attention Logit Interpolation EMNLP 2025
Exploring and Controlling Diversity in LLM-Agent Conversation EMNLP 2025
Rethinking the Role of Text Complexity in Language Model Pretraining EMNLP 2025
UniMath-CoT: A Unified Framework for Multimodal Mathematical Reasoning with Re-Inference Affirmation EMNLP 2025
Disentangling Mathematical Reasoning in LLMs: A Methodological Investigation of Internal Mechanisms EMNLP 2025
Think Clearly: Improving Reasoning via Redundant Token Pruning EMNLP 2025