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Efficient Computing

6,876 papers

Papers per year

Papers

MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens NIPS 2024
Towards Exact Gradient-based Training on Analog In-memory Computing NIPS 2024
ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models NIPS 2024
Efficient Temporal Action Segmentation via Boundary-aware Query Voting NIPS 2024
GC-Bench: An Open and Unified Benchmark for Graph Condensation NIPS 2024
BiDM: Pushing the Limit of Quantization for Diffusion Models NIPS 2024
Harnessing small projectors and multiple views for efficient vision pretraining NIPS 2024
HydraViT: Stacking Heads for a Scalable ViT NIPS 2024
TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models NIPS 2024
Verified Code Transpilation with LLMs NIPS 2024
SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors NIPS 2024
DOPPLER: Differentially Private Optimizers with Low-pass Filter for Privacy Noise Reduction NIPS 2024
VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections NIPS 2024
Approximated Orthogonal Projection Unit: Stabilizing Regression Network Training Using Natural Gradient NIPS 2024
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD NIPS 2024
Slicing Vision Transformer for Flexible Inference NIPS 2024
Revisiting the Integration of Convolution and Attention for Vision Backbone NIPS 2024
Exploiting Activation Sparsity with Dense to Dynamic-k Mixture-of-Experts Conversion NIPS 2024
TinyTTA: Efficient Test-time Adaptation via Early-exit Ensembles on Edge Devices NIPS 2024
Sketchy Moment Matching: Toward Fast and Provable Data Selection for Finetuning NIPS 2024
QUEEN: QUantized Efficient ENcoding of Dynamic Gaussians for Streaming Free-viewpoint Videos NIPS 2024
DEL: Discrete Element Learner for Learning 3D Particle Dynamics with Neural Rendering NIPS 2024
Pipeline Parallelism with Controllable Memory NIPS 2024
Prompt Tuning Strikes Back: Customizing Foundation Models with Low-Rank Prompt Adaptation NIPS 2024
SEA: State-Exchange Attention for High-Fidelity Physics Based Transformers NIPS 2024